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61/100
OVERALL SCORE
Level 3, Bot-Aware
Moderate readiness for AI agents
- AI Discoverability 54 out of 100
- Agent Ease of Use 6 out of 100
- Security & Trust 80 out of 100
- GEO, AIO and AEO 82 out of 100
- SEO 77 out of 100
- Performance and Accessibility 71 out of 100
What AI sees of your website
upGrad® Online Courses - India’s Top Upskilling Platform
upGrad®, Choose from top online programs in AI, Data Science, MBA, Marketing, Tech. ✔ Trusted by 100+Academic & Industry Partners ✔ Career support ✔ Flexible learning.
Next step
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| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 54 | Needs work | 11 | 12 | 1 | View details |
| Discoverability | 67 | Needs work | 5 | 4 | 0 | View details |
| Content Readiness | 58 | Needs work | 5 | 5 | 1 | View details |
| Bot Access Control | 33 | Priority fix | 1 | 3 | 0 | View details |
| Agent Ease of Use | 6 | Priority fix | 4 | 29 | 3 | View details |
| API | 0 | Priority fix | 0 | 6 | 0 | View details |
| Auth | Not Applicable | Not Applicable | 0 | 7 | 0 | View details |
| MCP | 13 | Priority fix | 0 | 6 | 2 | View details |
| Skill Discovery | 5 | Priority fix | 0 | 10 | 1 | View details |
| Agent Commerce | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| GEO, AIO and AEO | 82 | Mostly ready | 7 | 0 | 13 | |
| GEO Readiness | 84 | Mostly ready | 3 | 0 | 3 | |
| AIO Readiness | 83 | Mostly ready | 2 | 0 | 5 | |
| AEO Readiness | 80 | Mostly ready | 2 | 0 | 5 | |
| SEO | 77 | Mostly ready | 8 | 3 | 0 | View details |
| SEO | 77 | Mostly ready | 8 | 3 | 0 | View details |
| Security & Trust | 80 | Mostly ready | 8 | 1 | 0 | View details |
| Security & Trust | 80 | Mostly ready | 4 | 1 | 0 | View details |
| AI Training Exposure | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| Performance and Accessibility | 71 | Needs work | 20 | 4 | 2 | View details |
| Performance | 63 | Needs work | 15 | 2 | 2 | View details |
| Accessibility | 87 | Mostly ready | 5 | 2 | 0 | View details |
Prioritized recommendations
Issues ranked by score impact
44 items need attention
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
100 Fail
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
100 Fail
Needs attention
Content-Security-Policy
01
Issue
Content-Security-Policy is missing or incomplete.
02
Why it matters
Content Security Policy limits where scripts, styles, frames, and connections can load from, reducing the impact of injection bugs.
Check name
Content-Security-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Constrain script, style, frame, and resource loading with a Content-Security-Policy header.
Result
Content-Security-Policy is missing or incomplete.
Evidence
{
"header": "content-security-policy",
"value": "frame-ancestors *.upgrad.com *.leadsquared.com"
}Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
50 Fail
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
50 Fail
Needs attention
API Catalog
01
Issue
The API catalog endpoint did not return HTTP 2xx.
02
Why it matters
API catalogs help agents find service descriptions, documentation, and status resources without guessing API entry points.
Check name
API Catalog
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish an API catalog for automated API discovery using RFC 9727.
Result
API Catalog failed at "Fetch API catalog".
Validation steps
Fetch API catalog
The API catalog endpoint did not return HTTP 2xx.
Validate RFC 9727 linkset
Response is not valid JSON.
Fetch advertised API catalog targets
API Catalog did not expose any same-origin hrefs to validate.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch API catalog",
"status": "fail",
"evidence": {
"statusCode": 404,
"contentType": "text/html; charset=utf-8"
},
"issue": "The API catalog endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/api-catalog."
},
{
"id": "validate",
"title": "Validate RFC 9727 linkset",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"next-size-adjust\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><meta name=\"robots\" content=\"noindex\"/><script src=\"https://assets.upgrad.com/3416/_next/static/chunks/polyfills-c67a75d1b6f99dc8.js\" noModule=\"\"></script></head><body><script src=\"https://assets.upgrad.com/3416/_next/static/chunks/webpack-d932ea44d5eb76b7.js\" async=\"\"></script><script src=\"https://assets.upgrad.com/3416/_next/static/chunks/2443530c-d10c8b48e6fd7d17.js\" async=\"\"></script><script src=\"https://assets.upgrad.com/3416/_next/static/chunks/8139-559e8ad1322a9745.js\" async=\"\"></script><script src=\"https://assets.upgrad.com/3416/_next/static/chunks/main-app-1c700a69fc8fcc07.js\" async=\"\"></script></body></html><scri"
},
"issue": "Response is not valid JSON.",
"howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
},
{
"id": "target-validation",
"title": "Fetch advertised API catalog targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin API catalog hrefs were available to fetch."
}
]
},
"issue": "API Catalog did not expose any same-origin hrefs to validate.",
"howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
}
]
}AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
50 Fail
AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
50 Fail
Needs attention
Content Signal
01
Issue
No Content Signal found in robots.txt
02
Why it matters
Content Signal provides a machine-readable way to communicate AI usage preferences where participating crawlers look for policy.
Check name
Content Signal
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Declare AI content usage preferences with Content Signal in robots.txt.
Result
Content Signal is missing or incomplete.
Evidence
{
"signals": [],
"ai-train": false,
"search": false,
"ai-input": false
}AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
50 Fail
AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
50 Fail
Needs attention
Link headers
01
Issue
No useful agent discovery Link headers were found.
02
Why it matters
Link headers let automated clients discover API catalogs, documentation, and machine-readable alternates without parsing page markup first.
Check name
Link headers
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Include Link response headers for agent discovery using RFC 8288.
Result
Link headers failed at "Find useful Link headers".
Validation steps
Find useful Link headers
No useful agent discovery Link headers were found.
Fetch same-origin Link header targets
Link headers did not expose any same-origin targets to validate.
Evidence
{
"failedStep": "presence",
"steps": [
{
"id": "presence",
"title": "Find useful Link headers",
"status": "fail",
"evidence": {
"links": []
},
"issue": "No useful agent discovery Link headers were found.",
"howToFix": "Expose useful Link headers such as rel=\"api-catalog\", rel=\"service-doc\", and rel=\"service-desc\"."
},
{
"id": "target-validation",
"title": "Fetch same-origin Link header targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin Link header targets were available to fetch."
}
]
},
"issue": "Link headers did not expose any same-origin targets to validate.",
"howToFix": "Make each same-origin Link href reachable and serve the advertised media type."
}
]
}Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
50 Fail
Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
50 Fail
Needs attention
OpenAPI discovery
01
Issue
No valid OpenAPI or Swagger document was found at expected paths.
02
Why it matters
OpenAPI documents let agents understand available operations, schemas, authentication, and request formats before calling an API.
Check name
OpenAPI discovery
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish a valid OpenAPI or Swagger document for API discovery.
Result
OpenAPI discovery failed at "Find valid OpenAPI document".
Validation steps
Find valid OpenAPI document
No valid OpenAPI or Swagger document was found at expected paths.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Find valid OpenAPI document",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/openapi.json",
"error": "TimeoutError: The operation was aborted due to timeout"
},
{
"path": "/openapi.yaml",
"error": "TimeoutError: The operation was aborted due to timeout"
},
{
"path": "/swagger.json",
"error": "TimeoutError: The operation was aborted due to timeout"
},
{
"path": "/swagger.yaml",
"error": "TimeoutError: The operation was aborted due to timeout"
},
{
"path": "/api/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n<meta charset=\"utf-8\">\n<title>Error</title>\n</head>\n<body>\n<pre>Cannot GET /openapi.json</pre>\n</body>\n</html>\n"
},
{
"path": "/api/swagger.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n<meta charset=\"utf-8\">\n<title>Error</title>\n</head>\n<body>\n<pre>Cannot GET /swagger.json</pre>\n</body>\n</html>\n"
},
{
"path": "/docs/openapi.json",
"error": "TimeoutError: The operation was aborted due to timeout"
}
]
},
"issue": "No valid OpenAPI or Swagger document was found at expected paths.",
"howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
}
]
}AI DiscoverabilityDiscoverabilityEstablished
Organization / WebSite schema
Organization / WebSite schema is missing or incomplete.
50 Fail
AI DiscoverabilityDiscoverabilityEstablished
Organization / WebSite schema
Organization / WebSite schema is missing or incomplete.
50 Fail
Needs attention
Organization / WebSite schema
01
Issue
Neither Organization nor WebSite schema types were found in JSON-LD.
02
Why it matters
Organization and WebSite schema help agents identify the publisher, canonical site identity, logo, and related profiles for attribution.
Check name
Organization / WebSite schema
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Identify the site owner and website entity in structured data.
Result
Organization / WebSite schema is missing or incomplete.
Evidence
{
"found": [],
"allTypes": [
"EducationalOrganization",
"ItemList",
"VideoObject",
"WebPage"
]
}AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
50 Fail
AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
50 Fail
Needs attention
Web Bot Auth request signing
01
Issue
Web Bot Auth request signing was not found at the expected path.
02
Why it matters
Web Bot Auth discovery lets servers and clients find signing keys for bot identity workflows based on HTTP Message Signatures.
Check name
Web Bot Auth request signing
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Advertise HTTP Message Signatures keys when this site operates signed bot clients or supports Web Bot Auth workflows.
Result
Web Bot Auth request signing failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Web Bot Auth request signing was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/http-message-signatures-directory",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 42437
}
]
},
"issue": "Web Bot Auth request signing was not found at the expected path.",
"howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
33 Fail
AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
33 Fail
Needs attention
Markdown negotiation
01
Issue
Content-Type "text/html; charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.
02
Why it matters
Markdown negotiation gives agents a cleaner representation of page content while preserving normal HTML for browsers.
Check name
Markdown negotiation
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Return HTML responses as markdown when agents request it.
Result
Markdown negotiation failed at "Markdown content type".
Validation steps
Markdown content type
Content-Type "text/html; charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.
Vary: Accept header
Markdown negotiation is missing Vary: Accept; current Vary header is "Accept-Encoding".
Structured Markdown body
Markdown response is missing a heading.
Evidence
{
"failedStep": "content-type",
"steps": [
{
"id": "content-type",
"title": "Markdown content type",
"status": "fail",
"evidence": {
"statusCode": 200,
"contentType": "text/html; charset=utf-8"
},
"issue": "Content-Type \"text/html; charset=utf-8\" does not indicate Markdown when requested with Accept: text/markdown.",
"howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
},
{
"id": "vary-accept",
"title": "Vary: Accept header",
"status": "fail",
"evidence": {
"vary": "Accept-Encoding"
},
"issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"Accept-Encoding\".",
"howToFix": "Add Vary: Accept on negotiated Markdown responses so shared caches keep HTML and Markdown variants separate."
},
{
"id": "markdown-content",
"title": "Structured Markdown body",
"status": "fail",
"evidence": {
"valid": false,
"hasHeading": false,
"wordCount": 176995,
"excerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charset=\"utf-8\"><link rel=\"preconnect\" href=\"https://backend-infinity.knowledgehut.com\" crossorigin=\"anonymous\"><link rel=\"preconnect\" href=\"https://assets.upgrad.com/\"><link rel=\"preconnect\" href=",
"issue": "Markdown response is missing a heading."
},
"issue": "Markdown response is missing a heading.",
"howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
33 Fail
AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
33 Fail
Needs attention
Semantic HTML
01
Issue
Semantic HTML is incomplete: missing <main> landmark; missing <nav> landmark; 2 buttons missing accessible names; 0/2 applicable form inputs have autocomplete attributes (2 missing).
Details
02
Why it matters
Semantic HTML gives browsers, assistive technology, search systems, and agents reliable landmarks, headings, controls, form semantics, and image context.
Check name
Semantic HTML
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose readable page structure through semantic HTML and accessible controls.
Result
Semantic HTML is missing or incomplete.
Evidence
{
"main": false,
"nav": false,
"footer": true,
"meaningfulH1": true,
"headingOrder": true,
"accessibleLinks": true,
"accessibleButtons": false,
"imageAltCoverage": true,
"formAutocompleteCoverage": false,
"details": {
"inaccessibleLinks": [],
"inaccessibleButtons": [
"<button type=\"button\" aria-hidden=\"true\" style=\"position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0\"></button>",
"<button type=\"button\" aria-hidden=\"true\" style=\"position:fixed;top:1px;left:1px;width:1px;height:0;padding:0;margin:-1px;overflow:hidden;clip:rect(0, 0, 0, 0);white-space:nowrap;border-width:0\"></button>"
],
"missingAutocompleteInputs": [
"<input type=\"search\" placeholder=\"Explore Courses\" class=\"outline-none text-greyscale-1 placeholder:text-greyscale-3 text-captionNormal -tracking-0.14 border border-greyscale-5 rounded-8 pl-spacing20 pr-spacing40 py-spacing6 flex w-full h-11 bg-white \" enterkeyhint=\"search\" value>",
"<input type=\"search\" placeholder=\"Tell us what you're looking to learn\" class=\"outline-none text-greyscale-main placeholder:text-greyscale-2 text-bodyNormal border border-system-fill-bg-accent-3 rounded-8 pl-spacing14 md:pl-spacing20 pr-spacing64 md:pr-spacing68 py-spacing8 md:py-spacing6 flex w-full max-w-558px md:h-60 h-54px shadow-accent-color-3px bg-white \" enterkeyhint=\"search\" value>"
],
"imagesMissingAlt": [],
"skippedHeadingLevels": []
},
"counts": {
"h1": 1,
"headings": 47,
"links": 501,
"inaccessibleLinks": 0,
"buttons": 259,
"inaccessibleButtons": 2,
"images": 284,
"imagesWithAlt": 284,
"autocompleteInputs": 2,
"inputsWithAutocomplete": 0,
"missingAutocompleteInputs": 2
}
}Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Fetch to find resource".
25 Fail
Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Fetch to find resource".
25 Fail
Needs attention
MCP Server Card
01
Issue
MCP Server Card was not found at the expected path.
02
Why it matters
MCP Server Cards help agents discover server transports, capabilities, and protocol details before opening an MCP session.
Check name
MCP Server Card
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Publish an MCP Server Card for agent discovery.
Result
MCP Server Card failed at "Fetch to find resource".
Validation steps
Fetch to find resource
MCP Server Card was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 42385
},
{
"path": "/.well-known/mcp/server-cards.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 42390
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 42338
}
]
},
"issue": "MCP Server Card was not found at the expected path.",
"howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
}
]
}Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Fetch to find resource".
25 Fail
Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Fetch to find resource".
25 Fail
Needs attention
mcp.json
01
Issue
mcp.json was not found at the expected path.
02
Why it matters
MCP clients need trustworthy server metadata, protocol version, transport details, and capability hints before connecting to a remote MCP server.
Check name
mcp.json
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Expose a stable MCP server metadata document that points agents to the site's MCP endpoint.
Result
mcp.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
mcp.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/mcp.json",
"error": "TimeoutError: The operation was aborted due to timeout"
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 42338
},
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 42386
}
]
},
"issue": "mcp.json was not found at the expected path.",
"howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
}
]
}Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
25 Fail
Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
25 Fail
Needs attention
WebMCP manifest
01
Issue
WebMCP manifest was not found at the expected path.
02
Why it matters
A WebMCP manifest advertises browser-exposed tools declaratively so agents can understand available site actions before invoking them.
Check name
WebMCP manifest
Score
0/100
Status
fail
Category
MCP
Maturity
Informational
Goal
Publish a WebMCP manifest for declarative browser tool discovery when using the draft manifest convention.
Result
WebMCP manifest failed at "Fetch to find resource".
Validation steps
Fetch to find resource
WebMCP manifest was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 42349
},
{
"path": "/webmcp.json",
"error": "TimeoutError: The operation was aborted due to timeout"
},
{
"path": "/mcp.json",
"error": "TimeoutError: The operation was aborted due to timeout"
}
]
},
"issue": "WebMCP manifest was not found at the expected path.",
"howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
20 Fail
Needs attention
A2A Agent Card
01
Issue
A2A Agent Card was not found at the expected path.
02
Why it matters
A2A Agent Cards let compatible clients discover agent skills, input and output modes, and the endpoint used to invoke those skills.
Check name
A2A Agent Card
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent card so A2A-compatible clients can discover capabilities.
Result
A2A Agent Card failed at "Fetch to find resource".
Validation steps
Fetch to find resource
A2A Agent Card was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 42366
},
{
"path": "/.well-known/a2a/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 42381
},
{
"path": "/agent-card.json",
"error": "TimeoutError: The operation was aborted due to timeout"
}
]
},
"issue": "A2A Agent Card was not found at the expected path.",
"howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
20 Fail
Needs attention
Agent Skills index
01
Issue
Agent Skills index was not found at the expected path.
02
Why it matters
An Agent Skills index lets clients find task-specific SKILL.md documents that describe how to use site capabilities correctly.
Check name
Agent Skills index
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent skills discovery index.
Result
Agent Skills index failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Agent Skills index was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 42397
},
{
"path": "/.well-known/skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 42373
}
]
},
"issue": "Agent Skills index was not found at the expected path.",
"howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
20 Fail
Needs attention
agent.json
01
Issue
agent.json was not found at the expected path.
02
Why it matters
agent.json is an emerging machine-readable manifest for declaring what a website does, how agents authenticate, and which actions or protocols are available.
Check name
agent.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish the singular Agent Web Protocol agent.json manifest without confusing it with the separate agents.json directory convention.
Result
agent.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
agent.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 42346
},
{
"path": "/agent.json",
"error": "TimeoutError: The operation was aborted due to timeout"
}
]
},
"issue": "agent.json was not found at the expected path.",
"howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
}
]
}Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
20 Fail
Needs attention
agents.json
01
Issue
agents.json was not found at the expected path.
02
Why it matters
agents.json gives clients a simple directory of agent-facing capabilities and contacts when a site chooses to advertise them.
Check name
agents.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Informational
Goal
Publish an agents.json directory for agent-facing capabilities and contacts when using this convention.
Result
agents.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
agents.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agents.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 42350
},
{
"path": "/agents.json",
"error": "TimeoutError: The operation was aborted due to timeout"
}
]
},
"issue": "agents.json was not found at the expected path.",
"howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is partially implemented.
17 Warning
AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is partially implemented.
17 Warning
Needs attention
Content freshness signals
01
Issue
Content freshness signals are incomplete: missing Last-Modified HTTP header; missing meta or <time> freshness tags.
02
Why it matters
Freshness signals help agents decide whether content is current enough to cite, summarize, or compare against newer sources.
Check name
Content freshness signals
Score
50/100
Status
warning
Category
Content Readiness
Maturity
Established
Goal
Expose modified and published dates for freshness-aware retrieval and ranking.
Result
Content freshness signals is partially implemented.
Evidence
{
"lastModified": null,
"schemaDates": [
"2022-11-29T07:18:05.000Z",
"2022-11-29T07:18:10.000Z",
"2023-02-03T13:27:26.000Z",
"2023-02-03T13:28:19.000Z",
"2022-11-29T07:18:02.000Z",
"2023-02-08T10:54:42.000Z",
"2023-02-03T13:26:42.000Z",
"2024-06-04T12:53:01.000Z",
"2023-08-04T06:53:53.000Z",
"2022-11-04T06:35:51.000Z",
"2022-08-29T09:51:25.000Z"
],
"metaDateCount": 0,
"timeDateCount": 0
}Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
15 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
15 Fail
Needs attention
DNS-AID Agent Discovery
01
Issue
No DNS-AID entrypoint records were found under _agents.
02
Why it matters
DNS-AID lets agents discover index, A2A, and other agent entrypoints before fetching HTTP metadata, while DNSSEC can authenticate the discovery zone.
Check name
DNS-AID Agent Discovery
Score
25/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish DNS for AI Discovery records under _agents for DNS-based agent entrypoint discovery.
Result
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
Validation steps
Resolve DNS-AID SVCB/HTTPS records
No DNS-AID entrypoint records were found under _agents.
Validate alpn and endpoint parameters
Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint.
Check DNSSEC material
DNSSEC material was not visible for the hostname or parent zone from this resolver.
Evidence
{
"failedStep": "svcb-https-records",
"steps": [
{
"id": "svcb-https-records",
"title": "Resolve DNS-AID SVCB/HTTPS records",
"status": "fail",
"evidence": {
"hostname": "www.upgrad.com",
"probes": [
{
"name": "_index._agents.www.upgrad.com",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
},
{
"name": "_a2a._agents.www.upgrad.com",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
}
]
},
"issue": "No DNS-AID entrypoint records were found under _agents.",
"howToFix": "Publish ServiceMode SVCB/HTTPS records such as _index._agents.example.com or _a2a._agents.example.com."
},
{
"id": "service-params",
"title": "Validate alpn and endpoint parameters",
"status": "informational",
"evidence": {
"discovered": []
},
"howToFix": "Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint."
},
{
"id": "dnssec",
"title": "Check DNSSEC material",
"status": "warning",
"evidence": {
"hasDnssecMaterial": false,
"checked": [
{
"name": "www.upgrad.com",
"dnssecTypes": [],
"dnssecRecordCount": 0
},
{
"name": "upgrad.com",
"dnssecTypes": [],
"dnssecRecordCount": 0
}
]
},
"issue": "DNSSEC material was not visible for the hostname or parent zone from this resolver.",
"howToFix": "Sign the public discovery zone with DNSSEC so validating resolvers can return authenticated data."
}
]
}Agent Ease of UseMCPInformational
WebMCP
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
13 Warning
Agent Ease of UseMCPInformational
WebMCP
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
13 Warning
Needs attention
WebMCP
01
Issue
WebMCP declarative annotations need fixes.
Details
02
Why it matters
WebMCP can expose page context and actions directly through the browser, giving agents safer structured hooks than screen scraping alone.
Check name
WebMCP
Score
50/100
Status
warning
Category
MCP
Maturity
Informational
Goal
Support WebMCP to expose site tools to AI agents via the browser.
Result
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
Validation steps
Detect data-mcp-tool annotations
No data-mcp-tool attributes were found on interactive elements.
Detect WebMCP declarative tags
No elements found with tool-name or tool-description attributes.
Validate WebMCP declarative annotation quality
WebMCP declarative annotations need fixes.
WebMCP declarative annotation issues
<input> is missing a name attribute.<input> is missing a label.<input> is missing tool-param-description.<input> is missing a name attribute.<input> is missing a label.<input> is missing tool-param-description.
Detect WebMCP imperative API usage
navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.
Detect WebMCP browser navigator injection
navigator.modelContext was not detected in the rendered browser page.
Interactive surface coverage
Only 0% of interactive surfaces are annotated.
Evidence
{
"failedStep": "declarative-annotation-quality",
"steps": [
{
"id": "data-mcp-tool-attributes",
"title": "Detect data-mcp-tool annotations",
"status": "informational",
"evidence": {
"dataMcpToolCount": 0,
"dataMcpTools": []
},
"issue": "No data-mcp-tool attributes were found on interactive elements.",
"howToFix": "Add data-mcp-tool attributes to high-value forms, buttons, and links so generic MCP-aware tooling can identify intended actions."
},
{
"id": "declarative-tags",
"title": "Detect WebMCP declarative tags",
"status": "informational",
"evidence": {
"totalForms": 0,
"formsWithTags": 0,
"totalInteractive": 758,
"interactiveWithTags": 0,
"totalCount": 758,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description."
]
},
"issue": "No elements found with tool-name or tool-description attributes.",
"howToFix": "Add tool-name and tool-description attributes to forms and interactive elements."
},
{
"id": "declarative-annotation-quality",
"title": "Validate WebMCP declarative annotation quality",
"status": "warning",
"evidence": {
"issueCount": 6,
"issues": [
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description."
]
},
"issue": "WebMCP declarative annotations need fixes.",
"issueDetails": [
{
"title": "WebMCP declarative annotation issues",
"items": [
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing a label."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
},
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing a label."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
}
]
}
],
"howToFix": "Use snake_case tool-name values, descriptive tool-description values, named and labeled fields, and tool-param-description on inputs."
},
{
"id": "imperative-api",
"title": "Detect WebMCP imperative API usage",
"status": "informational",
"evidence": {
"staticSignals": {
"detected": false,
"matched": []
},
"browser": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
},
"issue": "navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.",
"howToFix": "Use navigator.modelContext.provideContext() to register tools programmatically."
},
{
"id": "browser-navigator-injection",
"title": "Detect WebMCP browser navigator injection",
"status": "informational",
"evidence": {
"browser": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
},
"issue": "navigator.modelContext was not detected in the rendered browser page.",
"howToFix": "Expose WebMCP through navigator.modelContext in the browser runtime when the page is intended to provide in-page tools."
},
{
"id": "surface-coverage",
"title": "Interactive surface coverage",
"status": "informational",
"evidence": {
"totalForms": 0,
"formsWithTags": 0,
"totalInteractive": 758,
"interactiveWithTags": 0,
"totalCount": 758,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description."
]
},
"issue": "Only 0% of interactive surfaces are annotated.",
"howToFix": "Add WebMCP annotations to all forms and interactive elements to increase agent coverage."
}
],
"staticSignals": {
"detected": false,
"matched": []
},
"coverage": {
"totalForms": 0,
"formsWithTags": 0,
"totalInteractive": 758,
"interactiveWithTags": 0,
"totalCount": 758,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description."
]
},
"browserWebMcp": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 78/100 and needs improvement.
5 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 78/100 and needs improvement.
5 Warning
Needs attention
GEO: Entity clarity
01
Issue
Title/H1 terms missing from description: courses, india, upskilling, platform, master, tomorrow, skills, today.
Details
02
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Entity clarity
Score
78/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Entity clarity scored 78/100 and needs improvement.
Evidence
{
"title": "upGrad® Online Courses - India’s Top Upskilling Platform",
"h1": "Master tomorrow's skills today.",
"description": "upGrad®, Choose from top online programs in AI, Data Science, MBA, Marketing, Tech. ✔ Trusted by 100+Academic & Industry Partners ✔ Career support ✔ Flexible learning.",
"topicOverlap": 0.2727272727272727,
"topicTerms": [
"upgrad",
"online",
"courses",
"india",
"top",
"upskilling",
"platform",
"master",
"tomorrow",
"skills",
"today"
],
"descriptionTerms": [
"upgrad",
"choose",
"top",
"online",
"programs",
"data",
"science",
"mba",
"marketing",
"tech",
"trusted",
"100",
"academic",
"industry",
"partners",
"career",
"support",
"flexible",
"learning"
],
"missingFromDescription": [
"courses",
"india",
"upskilling",
"platform",
"master",
"tomorrow",
"skills",
"today"
],
"score": 78,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
5 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
5 Warning
Needs attention
AEO: Answer-first sections
01
Issue
34 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
02
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer-first sections
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer-first sections scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 39,
"passing": 5,
"failing": [
{
"heading": "Excel with India’s top upskilling platform.",
"headingHtml": "<h2 class=\"md:text-heading3 xs:text-title2 font-medium text-greyscale-main \">Excel with India’s top upskilling platform.</h2>",
"firstParagraph": "Or select your goal",
"paragraphHtml": "<p class=\"text-captionNormal font-medium text-greyscale-main\">Or select your goal</p>",
"words": 4,
"direct": false,
"issue": "First paragraph is 4 words and does not look like a concise direct answer."
},
{
"heading": "Learning at top universities, thriving at top firms",
"headingHtml": "<h2 class=\"text-greyscale-main xs:text-interactionNormal md:text-title2 font-medium xs:-tracking-0.157 md:-tracking-0.2 \">Learning at top universities, thriving at top firms</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "TRENDING COURSES",
"headingHtml": "<h2 class=\" font-medium text-center text-title-all-caps-normal text-greyscale-1 md:-tracking-0.14 xs:-tracking-0.122 md:mb-spacing8 whitespace-nowrap capitalize \">TRENDING COURSES</h2>",
"firstParagraph": "Explore our most popular programs",
"paragraphHtml": "<p class=\"font-medium text-heading2 -tracking-0.44 gap-spacing8 whitespace-break-spaces\">Explore our <span class=\"text-primary-main\">most popular programs</span></p>",
"words": 5,
"direct": false,
"issue": "First paragraph is 5 words and does not look like a concise direct answer."
},
{
"heading": "Get Future-Ready with AI",
"headingHtml": "<h2 class=\"font-medium text-heading2 -tracking-0.44 gap-spacing8 whitespace-break-spaces\">Get Future-Ready with <span class=\"text-primary-main\">AI</span></h2>",
"firstParagraph": "popular",
"paragraphHtml": "<p class=\"md:!text-labelNormal xs:!text-labelNormal font-medium text-center md:-tracking-0.14 xs:-tracking-0.122 text-greyscale-white\">popular</p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "Step into leadership roles",
"headingHtml": "<h2 class=\"font-medium text-heading2 -tracking-0.44 gap-spacing8 whitespace-break-spaces\">Step into <span class=\"text-primary-main\">leadership roles</span></h2>",
"firstParagraph": "new course",
"paragraphHtml": "<p class=\"md:!text-labelNormal xs:!text-labelNormal font-medium text-center md:-tracking-0.14 xs:-tracking-0.122 text-greyscale-white\">new course</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Master Generative AI and get certified with Microsoft",
"headingHtml": "<h2 class=\"font-medium text-heading2 -tracking-0.44 gap-spacing8 whitespace-break-spaces\">Master Generative AI and <span class=\"text-primary-main\">get certified with Microsoft</span></h2>",
"firstParagraph": "bestseller",
"paragraphHtml": "<p class=\"md:!text-labelNormal xs:!text-labelNormal font-medium text-center md:-tracking-0.14 xs:-tracking-0.122 text-greyscale-white\">bestseller</p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "Will AI get you fired?",
"headingHtml": "<h2 class=\"text-heading1.2 font-medium -tracking-0.44 text-white\">Will <span class=\"text-red-500\">AI</span> get you <span class=\"text-red-500\">fired</span>?</h2>",
"firstParagraph": "Get your AI readiness score in one click",
"paragraphHtml": "<p class=\"text-bodyNormal font-450 -tracking-0.18 text-greyscale-5\">Get your AI readiness score in one click</p>",
"words": 8,
"direct": false,
"issue": "First paragraph is 8 words and does not look like a concise direct answer."
},
{
"heading": "Classroom Programs with Merit-based Scholarships upto 50%*",
"headingHtml": "<h2 class=\"font-medium text-heading2 -tracking-0.44 gap-spacing8 whitespace-break-spaces\"><span class=\"text-primary-main\">Classroom Programs</span> with Merit-based Scholarships upto 50%*</h2>",
"firstParagraph": "upGrad",
"paragraphHtml": "<p class=\"line-clamp-1 text-captionNormal capitalize font-450 text-left text-greyscale-1\">upGrad</p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "FREE COURSES",
"headingHtml": "<h2 class=\" font-medium text-center text-title-all-caps-normal text-greyscale-1 md:-tracking-0.14 xs:-tracking-0.122 md:mb-spacing8 whitespace-nowrap capitalize !text-greyscale-1\">FREE COURSES</h2>",
"firstParagraph": "Get started with a free course",
"paragraphHtml": "<p class=\"font-medium text-heading2 -tracking-0.44 gap-spacing8 whitespace-break-spaces\">Get started with a <span class=\"text-primary-main\">free course</span></p>",
"words": 6,
"direct": false,
"issue": "First paragraph is 6 words and does not look like a concise direct answer."
},
{
"heading": "VERTICALS",
"headingHtml": "<h2 class=\" font-medium text-center text-title-all-caps-normal text-greyscale-1 md:-tracking-0.14 xs:-tracking-0.122 md:mb-spacing8 whitespace-nowrap capitalize \">VERTICALS</h2>",
"firstParagraph": "Choose your area of interest",
"paragraphHtml": "<p class=\"font-medium text-heading2 -tracking-0.44 gap-spacing8 whitespace-break-spaces\">Choose your <span class=\"text-primary-main\">area of interest</span></p>",
"words": 5,
"direct": false,
"issue": "First paragraph is 5 words and does not look like a concise direct answer."
},
{
"heading": "LEARNER TESTIMONIALS",
"headingHtml": "<h2 class=\" font-medium text-center text-title-all-caps-normal text-greyscale-1 md:-tracking-0.14 xs:-tracking-0.122 md:mb-spacing8 whitespace-nowrap capitalize \">LEARNER TESTIMONIALS</h2>",
"firstParagraph": "Hear from our graduates first-hand",
"paragraphHtml": "<p class=\"font-medium text-heading2 -tracking-0.44 gap-spacing8 whitespace-break-spaces\">Hear from <span class=\"text-primary-main\">our graduates</span> <span class=\"text-primary-main\">first-hand</span></p>",
"words": 5,
"direct": false,
"issue": "First paragraph is 5 words and does not look like a concise direct answer."
},
{
"heading": "As a commerce student, upGrad's course gave me the data science skills I needed.",
"headingHtml": "<h3 class=\"md:text-title2 xs:text-interactionNormal font-medium text-greyscale-main md:h-84px xs:h-74px\">As a commerce student, upGrad's course gave me the data science skills I needed.</h3>",
"firstParagraph": "Watch my story",
"paragraphHtml": "<p class=\"text-white md:leading-5.5 md:-tracking-0.16 md:text-body xs:text-interactionSmall md:font-450 xs:font-medium\">Watch my story</p>",
"words": 3,
"direct": false,
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{
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"firstParagraph": "Watch my story",
"paragraphHtml": "<p class=\"text-white md:leading-5.5 md:-tracking-0.16 md:text-body xs:text-interactionSmall md:font-450 xs:font-medium\">Watch my story</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
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"paragraphHtml": "<p class=\"text-white md:leading-5.5 md:-tracking-0.16 md:text-body xs:text-interactionSmall md:font-450 xs:font-medium\">Watch my story</p>",
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},
{
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"firstParagraph": "Watch my story",
"paragraphHtml": "<p class=\"text-white md:leading-5.5 md:-tracking-0.16 md:text-body xs:text-interactionSmall md:font-450 xs:font-medium\">Watch my story</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "I felt lost after losing my job, but upGrad helped me achieve my dream CTC.",
"headingHtml": "<h3 class=\"md:text-title2 xs:text-interactionNormal font-medium text-greyscale-main md:h-84px xs:h-74px\">I felt lost after losing my job, but upGrad helped me achieve my dream CTC.</h3>",
"firstParagraph": "Watch my story",
"paragraphHtml": "<p class=\"text-white md:leading-5.5 md:-tracking-0.16 md:text-body xs:text-interactionSmall md:font-450 xs:font-medium\">Watch my story</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "upGrad's digital marketing course helped me get a job quickly as a new graduate.",
"headingHtml": "<h3 class=\"md:text-title2 xs:text-interactionNormal font-medium text-greyscale-main md:h-84px xs:h-74px\">upGrad's digital marketing course helped me get a job quickly as a new graduate.</h3>",
"firstParagraph": "Watch my story",
"paragraphHtml": "<p class=\"text-white md:leading-5.5 md:-tracking-0.16 md:text-body xs:text-interactionSmall md:font-450 xs:font-medium\">Watch my story</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
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"firstParagraph": "Watch my story",
"paragraphHtml": "<p class=\"text-white md:leading-5.5 md:-tracking-0.16 md:text-body xs:text-interactionSmall md:font-450 xs:font-medium\">Watch my story</p>",
"words": 3,
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"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "Germany was a dream and I am very excited to gain first-hand experience of it.",
"headingHtml": "<h3 class=\"md:text-title2 xs:text-interactionNormal font-medium text-greyscale-main md:h-84px xs:h-74px\">Germany was a dream and I am very excited to gain first-hand experience of it.</h3>",
"firstParagraph": "Watch my story",
"paragraphHtml": "<p class=\"text-white md:leading-5.5 md:-tracking-0.16 md:text-body xs:text-interactionSmall md:font-450 xs:font-medium\">Watch my story</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "upGrad not only brought me to Germany but also helped me advance my career.",
"headingHtml": "<h3 class=\"md:text-title2 xs:text-interactionNormal font-medium text-greyscale-main md:h-84px xs:h-74px\">upGrad not only brought me to Germany but also helped me advance my career.</h3>",
"firstParagraph": "Watch my story",
"paragraphHtml": "<p class=\"text-white md:leading-5.5 md:-tracking-0.16 md:text-body xs:text-interactionSmall md:font-450 xs:font-medium\">Watch my story</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "Thanks upGrad for sending me to a Russell Group University, and believing in me!",
"headingHtml": "<h3 class=\"md:text-title2 xs:text-interactionNormal font-medium text-greyscale-main md:h-84px xs:h-74px\">Thanks upGrad for sending me to a Russell Group University, and believing in me!</h3>",
"firstParagraph": "Watch my story",
"paragraphHtml": "<p class=\"text-white md:leading-5.5 md:-tracking-0.16 md:text-body xs:text-interactionSmall md:font-450 xs:font-medium\">Watch my story</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "upGrad helped me with my postgraduation and I had a smooth path from there on.",
"headingHtml": "<h3 class=\"md:text-title2 xs:text-interactionNormal font-medium text-greyscale-main md:h-84px xs:h-74px\">upGrad helped me with my postgraduation and I had a smooth path from there on.</h3>",
"firstParagraph": "",
"paragraphHtml": "",
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},
{
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"firstParagraph": "Empower your workforce with upGrad Enterprise",
"paragraphHtml": "<p class=\"font-medium text-heading2 -tracking-0.44 gap-spacing8 xs:!text-heading3 md:!text-heading2 whitespace-break-spaces\">Empower your workforce with <span class=\"text-primary-main\">upGrad Enterprise</span></p>",
"words": 6,
"direct": false,
"issue": "First paragraph is 6 words and does not look like a concise direct answer."
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{
"heading": "INSTRUCTORS",
"headingHtml": "<h2 class=\" font-medium text-center text-title-all-caps-normal text-greyscale-1 md:-tracking-0.14 xs:-tracking-0.122 md:mb-spacing8 whitespace-nowrap capitalize \">INSTRUCTORS</h2>",
"firstParagraph": "Master your craft with renowned faculty",
"paragraphHtml": "<p class=\"font-medium text-heading2 -tracking-0.44 gap-spacing8 whitespace-break-spaces\">Master your craft with <span class=\"text-primary-main\">renowned faculty</span></p>",
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"direct": false,
"issue": "First paragraph is 6 words and does not look like a concise direct answer."
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{
"heading": "Pramanth Raj Sinha",
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"paragraphHtml": "<p class=\"text-captionNormal font-450 text-greyscale-2 line-clamp-2 pr-spacing24\">Former McKinsey Partner, Co-Founder & Trustee of Ashoka University, and PhD holder in Mechanical Engineering from the University of Pennsylvania with vast experience in leadership and education.</p>",
"words": 26,
"direct": false,
"issue": "First paragraph is 26 words and does not look like a concise direct answer."
},
{
"heading": "Dr. Kamini Gupta",
"headingHtml": "<h3 class=\"md:text-bodyLarge xs:text-title3 font-medium text-greyscale-main line-clamp-1 md:-tracking-0.2 xs:-tracking-0.175\">Dr. Kamini Gupta</h3>",
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"paragraphHtml": "<p class=\"text-captionNormal font-450 text-greyscale-2 line-clamp-2 pr-spacing24\">PhD in Strategy & Entrepreneurship from London Business School, MBA from IIM Lucknow, with expertise in social inequality, Indian economy, and organizational ambidexterity.</p>",
"words": 22,
"direct": false,
"issue": "First paragraph is 22 words and does not look like a concise direct answer."
},
{
"heading": "Bob Baxley",
"headingHtml": "<h3 class=\"md:text-bodyLarge xs:text-title3 font-medium text-greyscale-main line-clamp-1 md:-tracking-0.2 xs:-tracking-0.175\">Bob Baxley</h3>",
"firstParagraph": "Bob Baxley, a seasoned design leader with over three decades in Silicon Valley, has held key roles at Apple, Pinterest, and Yahoo!. He excels in UX design, mentoring, and advising companies to scale world-class design teams.",
"paragraphHtml": "<p class=\"text-captionNormal font-450 text-greyscale-2 line-clamp-2 pr-spacing24\">Bob Baxley, a seasoned design leader with over three decades in Silicon Valley, has held key roles at Apple, Pinterest, and Yahoo!. He excels in UX design, mentoring, and advising companies to scale world-class design teams.</p>",
"words": 36,
"direct": false,
"issue": "First paragraph is 36 words and does not look like a concise direct answer."
},
{
"heading": "Your Path to Career Success Starts with upGrad",
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"firstParagraph": "What gives us an edge?",
"paragraphHtml": "<p class=\"font-medium text-heading2 -tracking-0.44 gap-spacing8 whitespace-break-spaces\">What gives us an <span class=\"text-primary-main\">edge?</span></p>",
"words": 5,
"direct": false,
"issue": "First paragraph is 5 words and does not look like a concise direct answer."
},
{
"heading": "Learn with expert-curated content",
"headingHtml": "<h3 class=\"ml-spacing20 md:ml-0 w-[332px] md:w-[434px] h-auto\"><span class=\"text-why-upgrad-gray font-medium text-[24px] md:text-[36px] leading-[35px] md:leading-[44px] tracking-[-0.24px] md:tracking-[-0.36px]\"></span><span class=\"text-white font-medium text-[24px] md:text-[36px] leading-[35px] md:leading-[44px] tracking-[-0.24px] md:tracking-[-0.36px]\">Learn</span><span class=\"text-why-upgrad-gray font-medium text-[24px] md:text-[36px] leading-[35px] md:leading-[44px] tracking-[-0.24px] md:t...",
"firstParagraph": "Build the right skills, the right way.",
"paragraphHtml": "<p class=\"ml-spacing20 md:ml-0 mt-spacing8 text-why-upgrad-gray font-[450] text-[14px] md:text-[16px] leading-[19.25px] md:leading-[22px] tracking-[-0.14px] md:tracking-[-0.16px]\">Build the right skills, the right way.</p>",
"words": 7,
"direct": false,
"issue": "First paragraph is 7 words and does not look like a concise direct answer."
},
{
"heading": "Improve with real-world practice",
"headingHtml": "<h3 class=\"ml-spacing20 md:ml-0 w-[332px] md:w-[434px] h-auto\"><span class=\"text-why-upgrad-red font-medium text-[24px] md:text-[36px] leading-[35px] md:leading-[44px] tracking-[-0.24px] md:tracking-[-0.36px]\"></span><span class=\"text-white font-medium text-[24px] md:text-[36px] leading-[35px] md:leading-[44px] tracking-[-0.24px] md:tracking-[-0.36px]\">Improve</span><span class=\"text-why-upgrad-red font-medium text-[24px] md:text-[36px] leading-[35px] md:leading-[44px] tracking-[-0.24px] md:t...",
"firstParagraph": "Practice smart. Perform better.",
"paragraphHtml": "<p class=\"ml-spacing20 md:ml-0 mt-spacing8 text-why-upgrad-red font-[450] text-[14px] md:text-[16px] leading-[19.25px] md:leading-[22px] tracking-[-0.14px] md:tracking-[-0.16px]\">Practice smart. Perform better.</p>",
"words": 4,
"direct": false,
"issue": "First paragraph is 4 words and does not look like a concise direct answer."
},
{
"heading": "Flourish with professional recognition",
"headingHtml": "<h3 class=\"ml-spacing20 md:ml-0 w-[332px] md:w-[434px] h-auto\"><span class=\"text-why-upgrad-blue font-medium text-[24px] md:text-[36px] leading-[35px] md:leading-[44px] tracking-[-0.24px] md:tracking-[-0.36px]\"></span><span class=\"text-white font-medium text-[24px] md:text-[36px] leading-[35px] md:leading-[44px] tracking-[-0.24px] md:tracking-[-0.36px]\">Flourish</span><span class=\"text-why-upgrad-blue font-medium text-[24px] md:text-[36px] leading-[35px] md:leading-[44px] tracking-[-0.24px] m...",
"firstParagraph": "Get noticed by top employers.",
"paragraphHtml": "<p class=\"ml-spacing20 md:ml-0 mt-spacing8 text-why-upgrad-blue font-[450] text-[14px] md:text-[16px] leading-[19.25px] md:leading-[22px] tracking-[-0.14px] md:tracking-[-0.16px]\">Get noticed by top employers.</p>",
"words": 5,
"direct": false,
"issue": "First paragraph is 5 words and does not look like a concise direct answer."
},
{
"heading": "Transform your career outcomes",
"headingHtml": "<h3 class=\"ml-spacing20 md:ml-0 w-[332px] md:w-[434px] h-auto\"><span class=\"text-why-upgrad-green font-medium text-[24px] md:text-[36px] leading-[35px] md:leading-[44px] tracking-[-0.24px] md:tracking-[-0.36px]\"></span><span class=\"text-white font-medium text-[24px] md:text-[36px] leading-[35px] md:leading-[44px] tracking-[-0.24px] md:tracking-[-0.36px]\">Transform</span><span class=\"text-why-upgrad-green font-medium text-[24px] md:text-[36px] leading-[35px] md:leading-[44px] tracking-[-0.24px...",
"firstParagraph": "Make your next big move.",
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"words": 5,
"direct": false,
"issue": "First paragraph is 5 words and does not look like a concise direct answer."
},
{
"heading": "Awards & Accomplishments",
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"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "upGrad Learner Support",
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"firstParagraph": "Talk to our experts. We are available 7 days a week, 10 AM to 7 PM",
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"words": 16,
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"issue": "First paragraph is 16 words and does not look like a concise direct answer."
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],
"score": 65,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
3 Warning
Needs attention
GEO: Explanatory content depth
01
Issue
1 explanatory paragraph(s) could be stronger for citation or AI extraction.
Details
02
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Explanatory content depth
Score
75/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Explanatory content depth scored 75/100 and needs improvement.
Evidence
{
"candidatePassages": 1,
"citablePassages": 0,
"failingCandidateParagraphs": [
{
"index": 504,
"heading": "H4: Director at IIIT Bangalore",
"text": "Dr. Debabrata Das, Director of IIIT Bangalore, is a distinguished researcher in IoT, wireless networks, and advanced communication systems. With 210+ publications, 9 best paper awards, and 7 patents, he is a Fellow of IETE, IEEE SM, and NASI member.",
"words": 40,
"hasEvidence": true,
"reasons": [
"Too short for a citation-ready passage (40 words; target 80-220)."
],
"html": "<p class=\"text-captionNormal font-450 text-greyscale-2 line-clamp-2 pr-spacing24\">Dr. Debabrata Das, Director of IIIT Bangalore, is a distinguished researcher in IoT, wireless networks, and advanced communication systems. With 210+ publications, 9 best paper awards, and 7 patents, he is a Fellow of IETE, IEEE SM, and NASI member.</p>"
}
],
"citableParagraphs": [],
"score": 75,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 55/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 55/100 and needs improvement.
2 Warning
Needs attention
AIO: Page experience for AIO
01
Issue
HTML size is large (2009710 bytes). 143 image(s) are missing width/height attributes. 1 possible modal/interstitial element(s) detected.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Page experience for AIO
Score
55/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Page experience for AIO scored 55/100 and needs improvement.
Evidence
{
"viewportContent": "width=device-width, initial-scale=1",
"visibleWords": 4386,
"htmlBytes": 2009710,
"imagesMissingDimensions": [
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"height": "",
"loading": "",
"html": "<img alt=\"upgrad-logo\" fetchpriority=\"high\" decoding=\"async\" data-nimg=\"fill\" class=\"h-10 w-138px\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://assets.upgrad.com/3416/_next/static/media/upgrad-header-logo.325f003e.svg\">"
},
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"width": "",
"height": "",
"loading": "eager",
"html": "<img alt=\"Offline\" fetchpriority=\"high\" loading=\"eager\" decoding=\"async\" data-nimg=\"fill\" class=\"object-cover xs:rounded-[4px]\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"(max-width: 768px) 100vw, 505px\" srcset=\"/_ww3-next/image/?url=https%3A%2F%2Fd2o2utebsixu4k.cloudfront.net%2FOffline_center-2374679f148e4eb480e9a99a5119bac6.webp&w=640&q=90 640w, /_ww3-next/image/?url=https%3A%2F%2Fd2o2utebsixu4k.cloudfront.net%2FOffline_ce..."
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"width": "",
"height": "",
"loading": "eager",
"html": "<img alt=\"AI & Data Science\" fetchpriority=\"high\" loading=\"eager\" decoding=\"async\" data-nimg=\"fill\" class=\"object-cover xs:rounded-[4px]\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"(max-width: 768px) 100vw, 505px\" srcset=\"/_ww3-next/image/?url=https%3A%2F%2Fd2o2utebsixu4k.cloudfront.net%2Fai-ds%20(1)-c16b7ddad82a451c9ecb8334d9341bd3.webp&w=640&q=90 640w, /_ww3-next/image/?url=https%3A%2F%2Fd2o2utebsixu4k.cloudfront.net%2..."
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"width": "",
"height": "",
"loading": "eager",
"html": "<img alt=\"MBA+DBA\" fetchpriority=\"high\" loading=\"eager\" decoding=\"async\" data-nimg=\"fill\" class=\"object-cover xs:rounded-[4px]\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"(max-width: 768px) 100vw, 505px\" srcset=\"/_ww3-next/image/?url=https%3A%2F%2Fd2o2utebsixu4k.cloudfront.net%2FMBA_dOCTORATE%20(1)-e8064062f93d4c2f8c1f7960157c4b4b.webp&w=640&q=90 640w, /_ww3-next/image/?url=https%3A%2F%2Fd2o2utebsixu4k.cloudfront.net%2FMBA_d..."
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"width": "",
"height": "",
"loading": "eager",
"html": "<img alt=\"CXO\" loading=\"eager\" decoding=\"async\" data-nimg=\"fill\" class=\"object-cover xs:rounded-[4px]\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"(max-width: 768px) 100vw, 505px\" srcset=\"/_ww3-next/image/?url=https%3A%2F%2Fd2o2utebsixu4k.cloudfront.net%2Fcxo-f26fa018927342179881fafa80a705b6.webp&w=640&q=90 640w, /_ww3-next/image/?url=https%3A%2F%2Fd2o2utebsixu4k.cloudfront.net%2Fcxo-f26fa018927342179881fafa80a705b6.webp&..."
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"loading": "eager",
"html": "<img alt=\"SA\" loading=\"eager\" decoding=\"async\" data-nimg=\"fill\" class=\"object-cover xs:rounded-[4px]\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"(max-width: 768px) 100vw, 505px\" srcset=\"/_ww3-next/image/?url=https%3A%2F%2Fd2o2utebsixu4k.cloudfront.net%2FaBROAD-115d7a4b7f16474ab62c118a89ed4f41.webp&w=640&q=90 640w, /_ww3-next/image/?url=https%3A%2F%2Fd2o2utebsixu4k.cloudfront.net%2FaBROAD-115d7a4b7f16474ab62c118a89ed4f41.webp..."
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{
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"html": "<img alt=\"image\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"w-full h-full object-cover rounded-12\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"100vw\" srcset=\"/_ww3-next/image/?url=https%3A%2F%2Fd2o2utebsixu4k.cloudfront.net%2FBob-223f8519402742fabfd3ed81ac18f2b0.webp&w=640&q=75 640w, /_ww3-next/image/?url=https%3A%2F%2Fd2o2utebsixu4k.cloudfront.net%2FBob-223f8519402742fabfd3ed81ac18f2b0.webp&w=750&q=75 75..."
},
{
"src": "/_ww3-next/image/?url=https%3A%2F%2Fd2o2utebsixu4k.cloudfront.net%2FAnshul-5a33b7ae0ded44da89e782193023c471.webp&w=3840&q=75",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"image\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"w-full h-full object-cover rounded-12\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"100vw\" srcset=\"/_ww3-next/image/?url=https%3A%2F%2Fd2o2utebsixu4k.cloudfront.net%2FAnshul-5a33b7ae0ded44da89e782193023c471.webp&w=640&q=75 640w, /_ww3-next/image/?url=https%3A%2F%2Fd2o2utebsixu4k.cloudfront.net%2FAnshul-5a33b7ae0ded44da89e782193023c471.webp&w=750&q..."
},
{
"src": "/_ww3-next/image/?url=https%3A%2F%2Fd2o2utebsixu4k.cloudfront.net%2FImage%201%20(2)-25d62fd834d141a9bbfe7ffb19e22bb9.webp&w=3840&q=75",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"sec1\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"rounded-[12px]\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;object-fit:contain;color:transparent\" sizes=\"100vw\" srcset=\"/_ww3-next/image/?url=https%3A%2F%2Fd2o2utebsixu4k.cloudfront.net%2FImage%201%20(2)-25d62fd834d141a9bbfe7ffb19e22bb9.webp&w=640&q=75 640w, /_ww3-next/image/?url=https%3A%2F%2Fd2o2utebsixu4k.cloudfront.net%2FImage%201%20(2)-25d62fd834d141a9bbfe7ffb19e22bb9.webp&am..."
},
{
"src": "/_ww3-next/image/?url=https%3A%2F%2Fd2o2utebsixu4k.cloudfront.net%2FImage%202%20(1)-b6dcaed490354013b66955badb5a24d7.webp&w=3840&q=75",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"sec2\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"rounded-[12px]\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;object-fit:contain;color:transparent\" sizes=\"100vw\" srcset=\"/_ww3-next/image/?url=https%3A%2F%2Fd2o2utebsixu4k.cloudfront.net%2FImage%202%20(1)-b6dcaed490354013b66955badb5a24d7.webp&w=640&q=75 640w, /_ww3-next/image/?url=https%3A%2F%2Fd2o2utebsixu4k.cloudfront.net%2FImage%202%20(1)-b6dcaed490354013b66955badb5a24d7.webp&am..."
},
{
"src": "/_ww3-next/image/?url=https%3A%2F%2Fd2o2utebsixu4k.cloudfront.net%2FImage%203-1f50d4f7d7524c9daf96e30f43c3563a.webp&w=3840&q=75",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"sec3\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"rounded-[12px]\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;object-fit:contain;color:transparent\" sizes=\"100vw\" srcset=\"/_ww3-next/image/?url=https%3A%2F%2Fd2o2utebsixu4k.cloudfront.net%2FImage%203-1f50d4f7d7524c9daf96e30f43c3563a.webp&w=640&q=75 640w, /_ww3-next/image/?url=https%3A%2F%2Fd2o2utebsixu4k.cloudfront.net%2FImage%203-1f50d4f7d7524c9daf96e30f43c3563a.webp&w=750&..."
},
{
"src": "/_ww3-next/image/?url=https%3A%2F%2Fd2o2utebsixu4k.cloudfront.net%2FImage%204%20(1)-edac9b37f6d3468dbf3ae0f948fa1a5d.webp&w=3840&q=75",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"sec4\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"rounded-[12px]\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;object-fit:contain;color:transparent\" sizes=\"100vw\" srcset=\"/_ww3-next/image/?url=https%3A%2F%2Fd2o2utebsixu4k.cloudfront.net%2FImage%204%20(1)-edac9b37f6d3468dbf3ae0f948fa1a5d.webp&w=640&q=75 640w, /_ww3-next/image/?url=https%3A%2F%2Fd2o2utebsixu4k.cloudfront.net%2FImage%204%20(1)-edac9b37f6d3468dbf3ae0f948fa1a5d.webp&am..."
},
{
"src": "https://assets.upgrad.com/3416/_next/static/media/upGrad-logo.6366986e.svg",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"upgrad-logo\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"absolute\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://assets.upgrad.com/3416/_next/static/media/upGrad-logo.6366986e.svg\">"
}
],
"possibleDialogs": [
"<div id=\"root-modal\"></div>"
],
"score": 55,
"weight": 10
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 80/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 80/100 and needs improvement.
2 Warning
Needs attention
AIO: Source and trust signals
01
Issue
Missing AIO trust signals: author.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Source and trust signals
Score
80/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Source and trust signals scored 80/100 and needs improvement.
Evidence
{
"signals": {
"author": false,
"publisher": true,
"freshnessDate": true,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [
"upGrad"
],
"schemaDates": [
"2022-11-29T07:18:05.000Z",
"2022-11-29T07:18:10.000Z",
"2023-02-03T13:27:26.000Z",
"2023-02-03T13:28:19.000Z",
"2022-11-29T07:18:02.000Z",
"2023-02-08T10:54:42.000Z",
"2023-02-03T13:26:42.000Z",
"2024-06-04T12:53:01.000Z",
"2023-08-04T06:53:53.000Z",
"2022-11-04T06:35:51.000Z",
"2022-08-29T09:51:25.000Z"
],
"visibleDates": [],
"aboutLinks": [
{
"href": "https://www.upgrad.com/about/",
"text": "About us",
"html": "<a href=\"https://www.upgrad.com/about/\" target=\"_blank\" class=\"text-interactionSmall font-medium group-hover:underline\">About us</a>"
},
{
"href": "https://www.linkedin.com/company/ueducation",
"text": "",
"html": "<a target=\"_blank\" rel=\"nofollow\" href=\"https://www.linkedin.com/company/ueducation\"><img alt=\"linkedin\" loading=\"lazy\" width=\"32\" height=\"32\" decoding=\"async\" data-nimg=\"1\" class=\"w-8 h-8\" style=\"color:transparent\" src=\"https://assets.upgrad.com/3416/_next/static/media/linkedin-icon.27f5ae63.svg\"></a>"
},
{
"href": "https://www.upgrad.com/about/",
"text": "About Us",
"html": "<a target=\"_self\" href=\"https://www.upgrad.com/about/\">About Us</a>"
}
],
"contactLinks": [
{
"href": "https://www.upgrad.com/contact/",
"text": "Contact",
"html": "<a target=\"_self\" href=\"https://www.upgrad.com/contact/\">Contact</a>"
}
],
"privacyLinks": [
{
"href": "https://www.upgrad.com/terms/",
"text": "Terms & Conditions",
"html": "<a target=\"_self\" href=\"https://www.upgrad.com/terms/\">Terms & Conditions</a>"
},
{
"href": "https://www.upgrad.com/privacy/",
"text": "Privacy Policy",
"html": "<a target=\"_self\" href=\"https://www.upgrad.com/privacy/\">Privacy Policy</a>"
}
],
"score": 80,
"weight": 20
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 80/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 80/100 and needs improvement.
2 Warning
Needs attention
AEO: Answer evidence and trust
01
Issue
Missing AIO trust signals: author.
Details
02
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer evidence and trust
Score
80/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer evidence and trust scored 80/100 and needs improvement.
Evidence
{
"signals": {
"author": false,
"publisher": true,
"freshnessDate": true,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [
"upGrad"
],
"schemaDates": [
"2022-11-29T07:18:05.000Z",
"2022-11-29T07:18:10.000Z",
"2023-02-03T13:27:26.000Z",
"2023-02-03T13:28:19.000Z",
"2022-11-29T07:18:02.000Z",
"2023-02-08T10:54:42.000Z",
"2023-02-03T13:26:42.000Z",
"2024-06-04T12:53:01.000Z",
"2023-08-04T06:53:53.000Z",
"2022-11-04T06:35:51.000Z",
"2022-08-29T09:51:25.000Z"
],
"visibleDates": [],
"aboutLinks": [
{
"href": "https://www.upgrad.com/about/",
"text": "About us",
"html": "<a href=\"https://www.upgrad.com/about/\" target=\"_blank\" class=\"text-interactionSmall font-medium group-hover:underline\">About us</a>"
},
{
"href": "https://www.linkedin.com/company/ueducation",
"text": "",
"html": "<a target=\"_blank\" rel=\"nofollow\" href=\"https://www.linkedin.com/company/ueducation\"><img alt=\"linkedin\" loading=\"lazy\" width=\"32\" height=\"32\" decoding=\"async\" data-nimg=\"1\" class=\"w-8 h-8\" style=\"color:transparent\" src=\"https://assets.upgrad.com/3416/_next/static/media/linkedin-icon.27f5ae63.svg\"></a>"
},
{
"href": "https://www.upgrad.com/about/",
"text": "About Us",
"html": "<a target=\"_self\" href=\"https://www.upgrad.com/about/\">About Us</a>"
}
],
"contactLinks": [
{
"href": "https://www.upgrad.com/contact/",
"text": "Contact",
"html": "<a target=\"_self\" href=\"https://www.upgrad.com/contact/\">Contact</a>"
}
],
"privacyLinks": [
{
"href": "https://www.upgrad.com/terms/",
"text": "Terms & Conditions",
"html": "<a target=\"_self\" href=\"https://www.upgrad.com/terms/\">Terms & Conditions</a>"
},
{
"href": "https://www.upgrad.com/privacy/",
"text": "Privacy Policy",
"html": "<a target=\"_self\" href=\"https://www.upgrad.com/privacy/\">Privacy Policy</a>"
}
],
"score": 80,
"weight": 22
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 82/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 82/100 and needs improvement.
2 Warning
Needs attention
AIO: Visible structured data match
01
Issue
7 structured-data value(s) were not found in visible page text.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Visible structured data match
Score
82/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Visible structured data match scored 82/100 and needs improvement.
Evidence
{
"schemaCount": 14,
"checkedFields": [
{
"path": "$[0].name",
"value": "upGrad® Online Courses - India’s Top Upskilling Platform"
},
{
"path": "$[0].description",
"value": "upGrad®, Choose from top online programs in AI, Data Science, MBA, Marketing, Tech. ✔ Trusted by 100+Academic & Industry Partners ✔ Career support ✔ Flexible learning."
},
{
"path": "$[0].publisher.name",
"value": "upGrad"
},
{
"path": "$[1].itemListElement[0].name",
"value": "Executive Diploma in Machine Learning and AI"
},
{
"path": "$[1].itemListElement[1].name",
"value": "Chief Technology Officer & AI Leadership Programme"
},
{
"path": "$[1].itemListElement[2].name",
"value": "Advanced Certificate in AI-Powered Digital Marketing & Communication from MICA"
},
{
"path": "$[1].itemListElement[3].name",
"value": "Master of Business Administration - 90 ECTS | ISM"
},
{
"path": "$[1].itemListElement[4].name",
"value": "MBA from O.P.Jindal Global University"
},
{
"path": "$[1].itemListElement[5].name",
"value": "Executive Post Graduate Certificate in Data Science & AI"
},
{
"path": "$[1].itemListElement[6].name",
"value": "Doctorate of Business Administration (DBA)"
},
{
"path": "$[1].itemListElement[7].name",
"value": "Master of Business Administration | Touro University"
},
{
"path": "$[1].itemListElement[8].name",
"value": "MPS in Applied AI"
},
{
"path": "$[1].itemListElement[9].name",
"value": "Master of Business Administration | Utica University"
},
{
"path": "$[1].itemListElement[10].name",
"value": "MSc Business Intelligence and Data Science"
},
{
"path": "$[1].itemListElement[11].name",
"value": "Professional Certificate Programme in AI for Business Professionals"
},
{
"path": "$[2].name",
"value": "upGrad"
},
{
"path": "$[3].name",
"value": "Real stories of upGrad | Anish Sharma | #RealStoriesRealImpact"
},
{
"path": "$[3].description",
"value": "🔥Liverpool John Moore University MS In Data Science: https://www.upgrad.com/data-science-masters-de"
},
{
"path": "$[4].name",
"value": "Real stories of upGrad | Tuhin Chakraborty | #RealStoriesRealImpact"
},
{
"path": "$[4].description",
"value": "🔥Become a Skilled and Job-Ready:\nhttps://www.upgrad.com/?utm_source=OYOUTUBE&utm_medium=OYT&utm_cam"
},
{
"path": "$[5].name",
"value": "#upGradRealStories - ft. Voruganti Aravind | Liverpool Business School Global MBA"
},
{
"path": "$[5].description",
"value": "Write your success story with the same Global MBA Aravind did, sign-up now: https://www.upgrad.com/m"
},
{
"path": "$[6].name",
"value": "#upGradRealStories - ft. Meenu Gupta | Machine Learning & AI from IIITB"
},
{
"path": "$[6].description",
"value": "🟢 Get industry-updated insights every week from domain experts - Check out our free masterclasses -"
},
{
"path": "$[7].name",
"value": "Real stories of upGrad | Ankur Sharma | #RealStoriesRealImpact"
},
{
"path": "$[7].description",
"value": "🔥Liverpool John Moore University MS In Data Science: https://www.upgrad.com/data-science-masters-de"
},
{
"path": "$[8].name",
"value": "#upGradRealStories ft. Arun M | MICA Advanced Certificate in Digital Marketing and Communication"
},
{
"path": "$[8].description",
"value": "Write your success story with the same Digital Marketing program Arun did, sign-up now:\nhttps://www."
},
{
"path": "$[9].name",
"value": "#upGradRealStories - ft. Srikant Sahoo | Machine Learning & AI from IIITB"
},
{
"path": "$[9].description",
"value": "🔥Start your upskilling journey today:\nhttps://www.upgrad.com/?utm_source=OYOUTUBE&utm_medium=OYT&ut"
},
{
"path": "$[10].name",
"value": "Utkarsh's experience with upGrad Abroad || Learner Reviews #studyabroad #studyingermany #trending"
},
{
"path": "$[10].description",
"value": "Utkarsh Kumra - Pursuing MBA from IU, Germany\n\nHear it from our learners!\nThanks Utkarsh for sharing"
},
{
"path": "$[11].name",
"value": "Kirti's experience with upGrad Abroad | Learner Reviews #studyabroad #studyingermany"
},
{
"path": "$[11].description",
"value": "Kirti Rao - Pursuing MBA in Finance from IU, Germany\n\nHear it from our learners!\nThanks Kirti for sh"
},
{
"path": "$[12].name",
"value": "Akash's experience with upGrad Abroad || Learner Reviews #studyinuk #msc #studyabroad #studygram"
},
{
"path": "$[12].description",
"value": "Akash Raj - MSc in Management - University of Birmingham\n\nHear it from our learners!\nAkash is all se"
},
{
"path": "$[13].name",
"value": "Abhinav's experience with upGrad Abroad || Learner Reviews #studyabroad #studygram #studyinireland"
},
{
"path": "$[13].description",
"value": "Abhinav Damle - Pursuing Masters in Data Analytics - Dundalk Institute of Technology\n\nHear it from o"
}
],
"mismatches": [
{
"path": "$[4].description",
"value": "🔥Become a Skilled and Job-Ready:\nhttps://www.upgrad.com/?utm_source=OYOUTUBE&utm_medium=OYT&utm_cam"
},
{
"path": "$[5].description",
"value": "Write your success story with the same Global MBA Aravind did, sign-up now: https://www.upgrad.com/m"
},
{
"path": "$[8].description",
"value": "Write your success story with the same Digital Marketing program Arun did, sign-up now:\nhttps://www."
},
{
"path": "$[9].description",
"value": "🔥Start your upskilling journey today:\nhttps://www.upgrad.com/?utm_source=OYOUTUBE&utm_medium=OYT&ut"
},
{
"path": "$[11].name",
"value": "Kirti's experience with upGrad Abroad | Learner Reviews #studyabroad #studyingermany"
},
{
"path": "$[12].name",
"value": "Akash's experience with upGrad Abroad || Learner Reviews #studyinuk #msc #studyabroad #studygram"
},
{
"path": "$[13].name",
"value": "Abhinav's experience with upGrad Abroad || Learner Reviews #studyabroad #studygram #studyinireland"
}
],
"score": 82,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
2 Warning
Needs attention
AIO: Answer block readiness
01
Issue
34 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Answer block readiness
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Answer block readiness scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 39,
"passing": 5,
"failing": [
{
"heading": "Excel with India’s top upskilling platform.",
"headingHtml": "<h2 class=\"md:text-heading3 xs:text-title2 font-medium text-greyscale-main \">Excel with India’s top upskilling platform.</h2>",
"firstParagraph": "Or select your goal",
"paragraphHtml": "<p class=\"text-captionNormal font-medium text-greyscale-main\">Or select your goal</p>",
"words": 4,
"direct": false,
"issue": "First paragraph is 4 words and does not look like a concise direct answer."
},
{
"heading": "Learning at top universities, thriving at top firms",
"headingHtml": "<h2 class=\"text-greyscale-main xs:text-interactionNormal md:text-title2 font-medium xs:-tracking-0.157 md:-tracking-0.2 \">Learning at top universities, thriving at top firms</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "TRENDING COURSES",
"headingHtml": "<h2 class=\" font-medium text-center text-title-all-caps-normal text-greyscale-1 md:-tracking-0.14 xs:-tracking-0.122 md:mb-spacing8 whitespace-nowrap capitalize \">TRENDING COURSES</h2>",
"firstParagraph": "Explore our most popular programs",
"paragraphHtml": "<p class=\"font-medium text-heading2 -tracking-0.44 gap-spacing8 whitespace-break-spaces\">Explore our <span class=\"text-primary-main\">most popular programs</span></p>",
"words": 5,
"direct": false,
"issue": "First paragraph is 5 words and does not look like a concise direct answer."
},
{
"heading": "Get Future-Ready with AI",
"headingHtml": "<h2 class=\"font-medium text-heading2 -tracking-0.44 gap-spacing8 whitespace-break-spaces\">Get Future-Ready with <span class=\"text-primary-main\">AI</span></h2>",
"firstParagraph": "popular",
"paragraphHtml": "<p class=\"md:!text-labelNormal xs:!text-labelNormal font-medium text-center md:-tracking-0.14 xs:-tracking-0.122 text-greyscale-white\">popular</p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "Step into leadership roles",
"headingHtml": "<h2 class=\"font-medium text-heading2 -tracking-0.44 gap-spacing8 whitespace-break-spaces\">Step into <span class=\"text-primary-main\">leadership roles</span></h2>",
"firstParagraph": "new course",
"paragraphHtml": "<p class=\"md:!text-labelNormal xs:!text-labelNormal font-medium text-center md:-tracking-0.14 xs:-tracking-0.122 text-greyscale-white\">new course</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Master Generative AI and get certified with Microsoft",
"headingHtml": "<h2 class=\"font-medium text-heading2 -tracking-0.44 gap-spacing8 whitespace-break-spaces\">Master Generative AI and <span class=\"text-primary-main\">get certified with Microsoft</span></h2>",
"firstParagraph": "bestseller",
"paragraphHtml": "<p class=\"md:!text-labelNormal xs:!text-labelNormal font-medium text-center md:-tracking-0.14 xs:-tracking-0.122 text-greyscale-white\">bestseller</p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "Will AI get you fired?",
"headingHtml": "<h2 class=\"text-heading1.2 font-medium -tracking-0.44 text-white\">Will <span class=\"text-red-500\">AI</span> get you <span class=\"text-red-500\">fired</span>?</h2>",
"firstParagraph": "Get your AI readiness score in one click",
"paragraphHtml": "<p class=\"text-bodyNormal font-450 -tracking-0.18 text-greyscale-5\">Get your AI readiness score in one click</p>",
"words": 8,
"direct": false,
"issue": "First paragraph is 8 words and does not look like a concise direct answer."
},
{
"heading": "Classroom Programs with Merit-based Scholarships upto 50%*",
"headingHtml": "<h2 class=\"font-medium text-heading2 -tracking-0.44 gap-spacing8 whitespace-break-spaces\"><span class=\"text-primary-main\">Classroom Programs</span> with Merit-based Scholarships upto 50%*</h2>",
"firstParagraph": "upGrad",
"paragraphHtml": "<p class=\"line-clamp-1 text-captionNormal capitalize font-450 text-left text-greyscale-1\">upGrad</p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "FREE COURSES",
"headingHtml": "<h2 class=\" font-medium text-center text-title-all-caps-normal text-greyscale-1 md:-tracking-0.14 xs:-tracking-0.122 md:mb-spacing8 whitespace-nowrap capitalize !text-greyscale-1\">FREE COURSES</h2>",
"firstParagraph": "Get started with a free course",
"paragraphHtml": "<p class=\"font-medium text-heading2 -tracking-0.44 gap-spacing8 whitespace-break-spaces\">Get started with a <span class=\"text-primary-main\">free course</span></p>",
"words": 6,
"direct": false,
"issue": "First paragraph is 6 words and does not look like a concise direct answer."
},
{
"heading": "VERTICALS",
"headingHtml": "<h2 class=\" font-medium text-center text-title-all-caps-normal text-greyscale-1 md:-tracking-0.14 xs:-tracking-0.122 md:mb-spacing8 whitespace-nowrap capitalize \">VERTICALS</h2>",
"firstParagraph": "Choose your area of interest",
"paragraphHtml": "<p class=\"font-medium text-heading2 -tracking-0.44 gap-spacing8 whitespace-break-spaces\">Choose your <span class=\"text-primary-main\">area of interest</span></p>",
"words": 5,
"direct": false,
"issue": "First paragraph is 5 words and does not look like a concise direct answer."
},
{
"heading": "LEARNER TESTIMONIALS",
"headingHtml": "<h2 class=\" font-medium text-center text-title-all-caps-normal text-greyscale-1 md:-tracking-0.14 xs:-tracking-0.122 md:mb-spacing8 whitespace-nowrap capitalize \">LEARNER TESTIMONIALS</h2>",
"firstParagraph": "Hear from our graduates first-hand",
"paragraphHtml": "<p class=\"font-medium text-heading2 -tracking-0.44 gap-spacing8 whitespace-break-spaces\">Hear from <span class=\"text-primary-main\">our graduates</span> <span class=\"text-primary-main\">first-hand</span></p>",
"words": 5,
"direct": false,
"issue": "First paragraph is 5 words and does not look like a concise direct answer."
},
{
"heading": "As a commerce student, upGrad's course gave me the data science skills I needed.",
"headingHtml": "<h3 class=\"md:text-title2 xs:text-interactionNormal font-medium text-greyscale-main md:h-84px xs:h-74px\">As a commerce student, upGrad's course gave me the data science skills I needed.</h3>",
"firstParagraph": "Watch my story",
"paragraphHtml": "<p class=\"text-white md:leading-5.5 md:-tracking-0.16 md:text-body xs:text-interactionSmall md:font-450 xs:font-medium\">Watch my story</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "Thanks to upGrad, I earned certifications and got a role in product management.",
"headingHtml": "<h3 class=\"md:text-title2 xs:text-interactionNormal font-medium text-greyscale-main md:h-84px xs:h-74px\">Thanks to upGrad, I earned certifications and got a role in product management.</h3>",
"firstParagraph": "Watch my story",
"paragraphHtml": "<p class=\"text-white md:leading-5.5 md:-tracking-0.16 md:text-body xs:text-interactionSmall md:font-450 xs:font-medium\">Watch my story</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "upGrad's MBA program changed my career as an engineer leading to major growth.",
"headingHtml": "<h3 class=\"md:text-title2 xs:text-interactionNormal font-medium text-greyscale-main md:h-84px xs:h-74px\">upGrad's MBA program changed my career as an engineer leading to major growth.</h3>",
"firstParagraph": "Watch my story",
"paragraphHtml": "<p class=\"text-white md:leading-5.5 md:-tracking-0.16 md:text-body xs:text-interactionSmall md:font-450 xs:font-medium\">Watch my story</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "upGrad transformed my learning with 24/7 support and great mentorship.",
"headingHtml": "<h3 class=\"md:text-title2 xs:text-interactionNormal font-medium text-greyscale-main md:h-84px xs:h-74px\">upGrad transformed my learning with 24/7 support and great mentorship.</h3>",
"firstParagraph": "Watch my story",
"paragraphHtml": "<p class=\"text-white md:leading-5.5 md:-tracking-0.16 md:text-body xs:text-interactionSmall md:font-450 xs:font-medium\">Watch my story</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "I felt lost after losing my job, but upGrad helped me achieve my dream CTC.",
"headingHtml": "<h3 class=\"md:text-title2 xs:text-interactionNormal font-medium text-greyscale-main md:h-84px xs:h-74px\">I felt lost after losing my job, but upGrad helped me achieve my dream CTC.</h3>",
"firstParagraph": "Watch my story",
"paragraphHtml": "<p class=\"text-white md:leading-5.5 md:-tracking-0.16 md:text-body xs:text-interactionSmall md:font-450 xs:font-medium\">Watch my story</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "upGrad's digital marketing course helped me get a job quickly as a new graduate.",
"headingHtml": "<h3 class=\"md:text-title2 xs:text-interactionNormal font-medium text-greyscale-main md:h-84px xs:h-74px\">upGrad's digital marketing course helped me get a job quickly as a new graduate.</h3>",
"firstParagraph": "Watch my story",
"paragraphHtml": "<p class=\"text-white md:leading-5.5 md:-tracking-0.16 md:text-body xs:text-interactionSmall md:font-450 xs:font-medium\">Watch my story</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "With upGrad, I'm exploring tech advancements and thriving in data centers.",
"headingHtml": "<h3 class=\"md:text-title2 xs:text-interactionNormal font-medium text-greyscale-main md:h-84px xs:h-74px\">With upGrad, I'm exploring tech advancements and thriving in data centers.</h3>",
"firstParagraph": "Watch my story",
"paragraphHtml": "<p class=\"text-white md:leading-5.5 md:-tracking-0.16 md:text-body xs:text-interactionSmall md:font-450 xs:font-medium\">Watch my story</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "Germany was a dream and I am very excited to gain first-hand experience of it.",
"headingHtml": "<h3 class=\"md:text-title2 xs:text-interactionNormal font-medium text-greyscale-main md:h-84px xs:h-74px\">Germany was a dream and I am very excited to gain first-hand experience of it.</h3>",
"firstParagraph": "Watch my story",
"paragraphHtml": "<p class=\"text-white md:leading-5.5 md:-tracking-0.16 md:text-body xs:text-interactionSmall md:font-450 xs:font-medium\">Watch my story</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "upGrad not only brought me to Germany but also helped me advance my career.",
"headingHtml": "<h3 class=\"md:text-title2 xs:text-interactionNormal font-medium text-greyscale-main md:h-84px xs:h-74px\">upGrad not only brought me to Germany but also helped me advance my career.</h3>",
"firstParagraph": "Watch my story",
"paragraphHtml": "<p class=\"text-white md:leading-5.5 md:-tracking-0.16 md:text-body xs:text-interactionSmall md:font-450 xs:font-medium\">Watch my story</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "Thanks upGrad for sending me to a Russell Group University, and believing in me!",
"headingHtml": "<h3 class=\"md:text-title2 xs:text-interactionNormal font-medium text-greyscale-main md:h-84px xs:h-74px\">Thanks upGrad for sending me to a Russell Group University, and believing in me!</h3>",
"firstParagraph": "Watch my story",
"paragraphHtml": "<p class=\"text-white md:leading-5.5 md:-tracking-0.16 md:text-body xs:text-interactionSmall md:font-450 xs:font-medium\">Watch my story</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "upGrad helped me with my postgraduation and I had a smooth path from there on.",
"headingHtml": "<h3 class=\"md:text-title2 xs:text-interactionNormal font-medium text-greyscale-main md:h-84px xs:h-74px\">upGrad helped me with my postgraduation and I had a smooth path from there on.</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Strengthen Your Business Edge",
"headingHtml": "<h2 class=\" font-medium text-center text-title-all-caps-normal text-greyscale-1 md:-tracking-0.14 xs:-tracking-0.122 md:mb-spacing8 whitespace-nowrap capitalize !uppercase text-greyscale-3 !mb-spacing6 md:text-left xs:text-center xs:w-full\">Strengthen Your Business Edge</h2>",
"firstParagraph": "Empower your workforce with upGrad Enterprise",
"paragraphHtml": "<p class=\"font-medium text-heading2 -tracking-0.44 gap-spacing8 xs:!text-heading3 md:!text-heading2 whitespace-break-spaces\">Empower your workforce with <span class=\"text-primary-main\">upGrad Enterprise</span></p>",
"words": 6,
"direct": false,
"issue": "First paragraph is 6 words and does not look like a concise direct answer."
},
{
"heading": "INSTRUCTORS",
"headingHtml": "<h2 class=\" font-medium text-center text-title-all-caps-normal text-greyscale-1 md:-tracking-0.14 xs:-tracking-0.122 md:mb-spacing8 whitespace-nowrap capitalize \">INSTRUCTORS</h2>",
"firstParagraph": "Master your craft with renowned faculty",
"paragraphHtml": "<p class=\"font-medium text-heading2 -tracking-0.44 gap-spacing8 whitespace-break-spaces\">Master your craft with <span class=\"text-primary-main\">renowned faculty</span></p>",
"words": 6,
"direct": false,
"issue": "First paragraph is 6 words and does not look like a concise direct answer."
},
{
"heading": "Pramanth Raj Sinha",
"headingHtml": "<h3 class=\"md:text-bodyLarge xs:text-title3 font-medium text-greyscale-main line-clamp-1 md:-tracking-0.2 xs:-tracking-0.175\">Pramanth Raj Sinha</h3>",
"firstParagraph": "Former McKinsey Partner, Co-Founder & Trustee of Ashoka University, and PhD holder in Mechanical Engineering from the University of Pennsylvania with vast experience in leadership and education.",
"paragraphHtml": "<p class=\"text-captionNormal font-450 text-greyscale-2 line-clamp-2 pr-spacing24\">Former McKinsey Partner, Co-Founder & Trustee of Ashoka University, and PhD holder in Mechanical Engineering from the University of Pennsylvania with vast experience in leadership and education.</p>",
"words": 26,
"direct": false,
"issue": "First paragraph is 26 words and does not look like a concise direct answer."
},
{
"heading": "Dr. Kamini Gupta",
"headingHtml": "<h3 class=\"md:text-bodyLarge xs:text-title3 font-medium text-greyscale-main line-clamp-1 md:-tracking-0.2 xs:-tracking-0.175\">Dr. Kamini Gupta</h3>",
"firstParagraph": "PhD in Strategy & Entrepreneurship from London Business School, MBA from IIM Lucknow, with expertise in social inequality, Indian economy, and organizational ambidexterity.",
"paragraphHtml": "<p class=\"text-captionNormal font-450 text-greyscale-2 line-clamp-2 pr-spacing24\">PhD in Strategy & Entrepreneurship from London Business School, MBA from IIM Lucknow, with expertise in social inequality, Indian economy, and organizational ambidexterity.</p>",
"words": 22,
"direct": false,
"issue": "First paragraph is 22 words and does not look like a concise direct answer."
},
{
"heading": "Bob Baxley",
"headingHtml": "<h3 class=\"md:text-bodyLarge xs:text-title3 font-medium text-greyscale-main line-clamp-1 md:-tracking-0.2 xs:-tracking-0.175\">Bob Baxley</h3>",
"firstParagraph": "Bob Baxley, a seasoned design leader with over three decades in Silicon Valley, has held key roles at Apple, Pinterest, and Yahoo!. He excels in UX design, mentoring, and advising companies to scale world-class design teams.",
"paragraphHtml": "<p class=\"text-captionNormal font-450 text-greyscale-2 line-clamp-2 pr-spacing24\">Bob Baxley, a seasoned design leader with over three decades in Silicon Valley, has held key roles at Apple, Pinterest, and Yahoo!. He excels in UX design, mentoring, and advising companies to scale world-class design teams.</p>",
"words": 36,
"direct": false,
"issue": "First paragraph is 36 words and does not look like a concise direct answer."
},
{
"heading": "Your Path to Career Success Starts with upGrad",
"headingHtml": "<h2 class=\" font-medium text-center text-title-all-caps-normal text-greyscale-1 md:-tracking-0.14 xs:-tracking-0.122 md:mb-spacing8 whitespace-nowrap capitalize !text-[14px] !font-[500] !leading-[18px] !tracking-[-0.14px] !text-[#333] \">Your Path to Career Success Starts with upGrad</h2>",
"firstParagraph": "What gives us an edge?",
"paragraphHtml": "<p class=\"font-medium text-heading2 -tracking-0.44 gap-spacing8 whitespace-break-spaces\">What gives us an <span class=\"text-primary-main\">edge?</span></p>",
"words": 5,
"direct": false,
"issue": "First paragraph is 5 words and does not look like a concise direct answer."
},
{
"heading": "Learn with expert-curated content",
"headingHtml": "<h3 class=\"ml-spacing20 md:ml-0 w-[332px] md:w-[434px] h-auto\"><span class=\"text-why-upgrad-gray font-medium text-[24px] md:text-[36px] leading-[35px] md:leading-[44px] tracking-[-0.24px] md:tracking-[-0.36px]\"></span><span class=\"text-white font-medium text-[24px] md:text-[36px] leading-[35px] md:leading-[44px] tracking-[-0.24px] md:tracking-[-0.36px]\">Learn</span><span class=\"text-why-upgrad-gray font-medium text-[24px] md:text-[36px] leading-[35px] md:leading-[44px] tracking-[-0.24px] md:t...",
"firstParagraph": "Build the right skills, the right way.",
"paragraphHtml": "<p class=\"ml-spacing20 md:ml-0 mt-spacing8 text-why-upgrad-gray font-[450] text-[14px] md:text-[16px] leading-[19.25px] md:leading-[22px] tracking-[-0.14px] md:tracking-[-0.16px]\">Build the right skills, the right way.</p>",
"words": 7,
"direct": false,
"issue": "First paragraph is 7 words and does not look like a concise direct answer."
},
{
"heading": "Improve with real-world practice",
"headingHtml": "<h3 class=\"ml-spacing20 md:ml-0 w-[332px] md:w-[434px] h-auto\"><span class=\"text-why-upgrad-red font-medium text-[24px] md:text-[36px] leading-[35px] md:leading-[44px] tracking-[-0.24px] md:tracking-[-0.36px]\"></span><span class=\"text-white font-medium text-[24px] md:text-[36px] leading-[35px] md:leading-[44px] tracking-[-0.24px] md:tracking-[-0.36px]\">Improve</span><span class=\"text-why-upgrad-red font-medium text-[24px] md:text-[36px] leading-[35px] md:leading-[44px] tracking-[-0.24px] md:t...",
"firstParagraph": "Practice smart. Perform better.",
"paragraphHtml": "<p class=\"ml-spacing20 md:ml-0 mt-spacing8 text-why-upgrad-red font-[450] text-[14px] md:text-[16px] leading-[19.25px] md:leading-[22px] tracking-[-0.14px] md:tracking-[-0.16px]\">Practice smart. Perform better.</p>",
"words": 4,
"direct": false,
"issue": "First paragraph is 4 words and does not look like a concise direct answer."
},
{
"heading": "Flourish with professional recognition",
"headingHtml": "<h3 class=\"ml-spacing20 md:ml-0 w-[332px] md:w-[434px] h-auto\"><span class=\"text-why-upgrad-blue font-medium text-[24px] md:text-[36px] leading-[35px] md:leading-[44px] tracking-[-0.24px] md:tracking-[-0.36px]\"></span><span class=\"text-white font-medium text-[24px] md:text-[36px] leading-[35px] md:leading-[44px] tracking-[-0.24px] md:tracking-[-0.36px]\">Flourish</span><span class=\"text-why-upgrad-blue font-medium text-[24px] md:text-[36px] leading-[35px] md:leading-[44px] tracking-[-0.24px] m...",
"firstParagraph": "Get noticed by top employers.",
"paragraphHtml": "<p class=\"ml-spacing20 md:ml-0 mt-spacing8 text-why-upgrad-blue font-[450] text-[14px] md:text-[16px] leading-[19.25px] md:leading-[22px] tracking-[-0.14px] md:tracking-[-0.16px]\">Get noticed by top employers.</p>",
"words": 5,
"direct": false,
"issue": "First paragraph is 5 words and does not look like a concise direct answer."
},
{
"heading": "Transform your career outcomes",
"headingHtml": "<h3 class=\"ml-spacing20 md:ml-0 w-[332px] md:w-[434px] h-auto\"><span class=\"text-why-upgrad-green font-medium text-[24px] md:text-[36px] leading-[35px] md:leading-[44px] tracking-[-0.24px] md:tracking-[-0.36px]\"></span><span class=\"text-white font-medium text-[24px] md:text-[36px] leading-[35px] md:leading-[44px] tracking-[-0.24px] md:tracking-[-0.36px]\">Transform</span><span class=\"text-why-upgrad-green font-medium text-[24px] md:text-[36px] leading-[35px] md:leading-[44px] tracking-[-0.24px...",
"firstParagraph": "Make your next big move.",
"paragraphHtml": "<p class=\"ml-spacing20 md:ml-0 mt-spacing8 text-why-upgrad-green font-[450] text-[14px] md:text-[16px] leading-[19.25px] md:leading-[22px] tracking-[-0.14px] md:tracking-[-0.16px]\">Make your next big move.</p>",
"words": 5,
"direct": false,
"issue": "First paragraph is 5 words and does not look like a concise direct answer."
},
{
"heading": "Awards & Accomplishments",
"headingHtml": "<h2 class=\"font-medium text-heading2 -tracking-0.44 gap-spacing8 whitespace-break-spaces\">Awards & <span class=\"text-primary-main\">Accomplishments</span></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "upGrad Learner Support",
"headingHtml": "<h2 class=\"font-medium text-heading2 -tracking-0.44 gap-spacing8 md:!-tracking-0.36 whitespace-break-spaces\">upGrad <span class=\"text-primary-main\">Learner Support</span></h2>",
"firstParagraph": "Talk to our experts. We are available 7 days a week, 10 AM to 7 PM",
"paragraphHtml": "<p class=\"flex-grow-0 flex-shrink-0 xs:text-bodySmall md:text-bodyLarge text-greyscale-2 font-450 xs:-tracking-0.14 md:-tracking-0.2 md:mt-spacing8 \">Talk to our experts. We are available 7 days a week, 10 AM to 7 PM</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 82/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 82/100 and needs improvement.
1 Warning
Needs attention
AEO: Entity and definition clarity
01
Issue
Entity or definition gaps: courses, india, upskilling, platform, master, tomorrow, skills, today.
Details
02
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Entity and definition clarity
Score
82/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Entity and definition clarity scored 82/100 and needs improvement.
Evidence
{
"title": "upGrad® Online Courses - India’s Top Upskilling Platform",
"h1": "Master tomorrow's skills today.",
"description": "upGrad®, Choose from top online programs in AI, Data Science, MBA, Marketing, Tech. ✔ Trusted by 100+Academic & Industry Partners ✔ Career support ✔ Flexible learning.",
"topicOverlap": 0.2727272727272727,
"definitionCount": 3,
"topicTerms": [
"upgrad",
"online",
"courses",
"india",
"top",
"upskilling",
"platform",
"master",
"tomorrow",
"skills",
"today"
],
"descriptionTerms": [
"upgrad",
"choose",
"top",
"online",
"programs",
"data",
"science",
"mba",
"marketing",
"tech",
"trusted",
"100",
"academic",
"industry",
"partners",
"career",
"support",
"flexible",
"learning"
],
"missingFromDescription": [
"courses",
"india",
"upskilling",
"platform",
"master",
"tomorrow",
"skills",
"today"
],
"score": 82,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
1 Warning
Needs attention
AEO: Answer intent coverage
01
Issue
Missing likely AI Overview intent sections: what, how, benefits, compare.
Details
02
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer intent coverage
Score
70/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer intent coverage scored 70/100 and needs improvement.
Evidence
{
"headings": [
{
"text": "Excel with India’s top upskilling platform.",
"html": "<h2 class=\"md:text-heading3 xs:text-title2 font-medium text-greyscale-main \">Excel with India’s top upskilling platform.</h2>"
},
{
"text": "Learning at top universities, thriving at top firms",
"html": "<h2 class=\"text-greyscale-main xs:text-interactionNormal md:text-title2 font-medium xs:-tracking-0.157 md:-tracking-0.2 \">Learning at top universities, thriving at top firms</h2>"
},
{
"text": "TRENDING COURSES",
"html": "<h2 class=\" font-medium text-center text-title-all-caps-normal text-greyscale-1 md:-tracking-0.14 xs:-tracking-0.122 md:mb-spacing8 whitespace-nowrap capitalize \">TRENDING COURSES</h2>"
},
{
"text": "Get Future-Ready with AI",
"html": "<h2 class=\"font-medium text-heading2 -tracking-0.44 gap-spacing8 whitespace-break-spaces\">Get Future-Ready with <span class=\"text-primary-main\">AI</span></h2>"
},
{
"text": "Step into leadership roles",
"html": "<h2 class=\"font-medium text-heading2 -tracking-0.44 gap-spacing8 whitespace-break-spaces\">Step into <span class=\"text-primary-main\">leadership roles</span></h2>"
},
{
"text": "Master Generative AI and get certified with Microsoft",
"html": "<h2 class=\"font-medium text-heading2 -tracking-0.44 gap-spacing8 whitespace-break-spaces\">Master Generative AI and <span class=\"text-primary-main\">get certified with Microsoft</span></h2>"
},
{
"text": "Will AI get you fired?",
"html": "<h2 class=\"text-heading1.2 font-medium -tracking-0.44 text-white\">Will <span class=\"text-red-500\">AI</span> get you <span class=\"text-red-500\">fired</span>?</h2>"
},
{
"text": "Classroom Programs with Merit-based Scholarships upto 50%*",
"html": "<h2 class=\"font-medium text-heading2 -tracking-0.44 gap-spacing8 whitespace-break-spaces\"><span class=\"text-primary-main\">Classroom Programs</span> with Merit-based Scholarships upto 50%*</h2>"
},
{
"text": "FREE COURSES",
"html": "<h2 class=\" font-medium text-center text-title-all-caps-normal text-greyscale-1 md:-tracking-0.14 xs:-tracking-0.122 md:mb-spacing8 whitespace-nowrap capitalize !text-greyscale-1\">FREE COURSES</h2>"
},
{
"text": "VERTICALS",
"html": "<h2 class=\" font-medium text-center text-title-all-caps-normal text-greyscale-1 md:-tracking-0.14 xs:-tracking-0.122 md:mb-spacing8 whitespace-nowrap capitalize \">VERTICALS</h2>"
},
{
"text": "LEARNER TESTIMONIALS",
"html": "<h2 class=\" font-medium text-center text-title-all-caps-normal text-greyscale-1 md:-tracking-0.14 xs:-tracking-0.122 md:mb-spacing8 whitespace-nowrap capitalize \">LEARNER TESTIMONIALS</h2>"
},
{
"text": "Strengthen Your Business Edge",
"html": "<h2 class=\" font-medium text-center text-title-all-caps-normal text-greyscale-1 md:-tracking-0.14 xs:-tracking-0.122 md:mb-spacing8 whitespace-nowrap capitalize !uppercase text-greyscale-3 !mb-spacing6 md:text-left xs:text-center xs:w-full\">Strengthen Your Business Edge</h2>"
},
{
"text": "INSTRUCTORS",
"html": "<h2 class=\" font-medium text-center text-title-all-caps-normal text-greyscale-1 md:-tracking-0.14 xs:-tracking-0.122 md:mb-spacing8 whitespace-nowrap capitalize \">INSTRUCTORS</h2>"
},
{
"text": "Your Path to Career Success Starts with upGrad",
"html": "<h2 class=\" font-medium text-center text-title-all-caps-normal text-greyscale-1 md:-tracking-0.14 xs:-tracking-0.122 md:mb-spacing8 whitespace-nowrap capitalize !text-[14px] !font-[500] !leading-[18px] !tracking-[-0.14px] !text-[#333] \">Your Path to Career Success Starts with upGrad</h2>"
},
{
"text": "Awards & Accomplishments",
"html": "<h2 class=\"font-medium text-heading2 -tracking-0.44 gap-spacing8 whitespace-break-spaces\">Awards & <span class=\"text-primary-main\">Accomplishments</span></h2>"
},
{
"text": "upGrad Learner Support",
"html": "<h2 class=\"font-medium text-heading2 -tracking-0.44 gap-spacing8 md:!-tracking-0.36 whitespace-break-spaces\">upGrad <span class=\"text-primary-main\">Learner Support</span></h2>"
},
{
"text": "Disclaimer",
"html": "<h2 class=\"font-medium text-heading2 -tracking-0.44 gap-spacing8 md:text-heading3 xs:text-title2 md:-tracking-0.32 xs:-tracking-0.175 whitespace-break-spaces\">Disclaimer</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is upGrad® Online Courses - India’s Top Upskilli...?",
"pattern": {}
},
{
"id": "how",
"label": "How does upGrad® Online Courses - India’s Top Upskilli... work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use upGrad® Online Courses - India’s Top Upskilli...?",
"pattern": {}
},
{
"id": "cost",
"label": "Is upGrad® Online Courses - India’s Top Upskilli... free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does upGrad® Online Courses - India’s Top Upskilli... compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is upGrad® Online Courses - India’s Top Upskilli...?",
"pattern": {}
},
{
"id": "how",
"label": "How does upGrad® Online Courses - India’s Top Upskilli... work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use upGrad® Online Courses - India’s Top Upskilli...?",
"pattern": {}
},
{
"id": "compare",
"label": "How does upGrad® Online Courses - India’s Top Upskilli... compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 8
}Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint is informational for this page.
Informational
Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint is informational for this page.
Informational
Needs attention
AI context endpoint
01
Issue
AI context endpoint is informational for this page.
02
Why it matters
A context endpoint gives agents a small, low-latency summary of product purpose, safe actions, and canonical machine-readable resources without scraping the whole site.
Check name
AI context endpoint
Score
100/100
Status
informational
Category
API
Maturity
Emerging recommendation
Goal
Expose a compact API context endpoint agents can fetch before deciding which public API or discovery resource to use.
Result
AI context endpoint is informational for this page.
Validation steps
Fetch to find resource
AI context endpoint was not found at the expected path.
Evidence
{
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "informational",
"evidence": {
"checked": [
{
"path": "/api/ai/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 149
},
{
"path": "/api/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 146
},
{
"path": "/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 19460
}
]
},
"issue": "AI context endpoint was not found at the expected path.",
"howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
}
]
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Informational
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Informational
Needs attention
AIO: Query intent coverage
01
Issue
Missing likely AI Overview intent sections: what, how, benefits, compare.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Query intent coverage
Score
70/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Query intent coverage is informational for this page.
Evidence
{
"headings": [
{
"text": "Excel with India’s top upskilling platform.",
"html": "<h2 class=\"md:text-heading3 xs:text-title2 font-medium text-greyscale-main \">Excel with India’s top upskilling platform.</h2>"
},
{
"text": "Learning at top universities, thriving at top firms",
"html": "<h2 class=\"text-greyscale-main xs:text-interactionNormal md:text-title2 font-medium xs:-tracking-0.157 md:-tracking-0.2 \">Learning at top universities, thriving at top firms</h2>"
},
{
"text": "TRENDING COURSES",
"html": "<h2 class=\" font-medium text-center text-title-all-caps-normal text-greyscale-1 md:-tracking-0.14 xs:-tracking-0.122 md:mb-spacing8 whitespace-nowrap capitalize \">TRENDING COURSES</h2>"
},
{
"text": "Get Future-Ready with AI",
"html": "<h2 class=\"font-medium text-heading2 -tracking-0.44 gap-spacing8 whitespace-break-spaces\">Get Future-Ready with <span class=\"text-primary-main\">AI</span></h2>"
},
{
"text": "Step into leadership roles",
"html": "<h2 class=\"font-medium text-heading2 -tracking-0.44 gap-spacing8 whitespace-break-spaces\">Step into <span class=\"text-primary-main\">leadership roles</span></h2>"
},
{
"text": "Master Generative AI and get certified with Microsoft",
"html": "<h2 class=\"font-medium text-heading2 -tracking-0.44 gap-spacing8 whitespace-break-spaces\">Master Generative AI and <span class=\"text-primary-main\">get certified with Microsoft</span></h2>"
},
{
"text": "Will AI get you fired?",
"html": "<h2 class=\"text-heading1.2 font-medium -tracking-0.44 text-white\">Will <span class=\"text-red-500\">AI</span> get you <span class=\"text-red-500\">fired</span>?</h2>"
},
{
"text": "Classroom Programs with Merit-based Scholarships upto 50%*",
"html": "<h2 class=\"font-medium text-heading2 -tracking-0.44 gap-spacing8 whitespace-break-spaces\"><span class=\"text-primary-main\">Classroom Programs</span> with Merit-based Scholarships upto 50%*</h2>"
},
{
"text": "FREE COURSES",
"html": "<h2 class=\" font-medium text-center text-title-all-caps-normal text-greyscale-1 md:-tracking-0.14 xs:-tracking-0.122 md:mb-spacing8 whitespace-nowrap capitalize !text-greyscale-1\">FREE COURSES</h2>"
},
{
"text": "VERTICALS",
"html": "<h2 class=\" font-medium text-center text-title-all-caps-normal text-greyscale-1 md:-tracking-0.14 xs:-tracking-0.122 md:mb-spacing8 whitespace-nowrap capitalize \">VERTICALS</h2>"
},
{
"text": "LEARNER TESTIMONIALS",
"html": "<h2 class=\" font-medium text-center text-title-all-caps-normal text-greyscale-1 md:-tracking-0.14 xs:-tracking-0.122 md:mb-spacing8 whitespace-nowrap capitalize \">LEARNER TESTIMONIALS</h2>"
},
{
"text": "Strengthen Your Business Edge",
"html": "<h2 class=\" font-medium text-center text-title-all-caps-normal text-greyscale-1 md:-tracking-0.14 xs:-tracking-0.122 md:mb-spacing8 whitespace-nowrap capitalize !uppercase text-greyscale-3 !mb-spacing6 md:text-left xs:text-center xs:w-full\">Strengthen Your Business Edge</h2>"
},
{
"text": "INSTRUCTORS",
"html": "<h2 class=\" font-medium text-center text-title-all-caps-normal text-greyscale-1 md:-tracking-0.14 xs:-tracking-0.122 md:mb-spacing8 whitespace-nowrap capitalize \">INSTRUCTORS</h2>"
},
{
"text": "Your Path to Career Success Starts with upGrad",
"html": "<h2 class=\" font-medium text-center text-title-all-caps-normal text-greyscale-1 md:-tracking-0.14 xs:-tracking-0.122 md:mb-spacing8 whitespace-nowrap capitalize !text-[14px] !font-[500] !leading-[18px] !tracking-[-0.14px] !text-[#333] \">Your Path to Career Success Starts with upGrad</h2>"
},
{
"text": "Awards & Accomplishments",
"html": "<h2 class=\"font-medium text-heading2 -tracking-0.44 gap-spacing8 whitespace-break-spaces\">Awards & <span class=\"text-primary-main\">Accomplishments</span></h2>"
},
{
"text": "upGrad Learner Support",
"html": "<h2 class=\"font-medium text-heading2 -tracking-0.44 gap-spacing8 md:!-tracking-0.36 whitespace-break-spaces\">upGrad <span class=\"text-primary-main\">Learner Support</span></h2>"
},
{
"text": "Disclaimer",
"html": "<h2 class=\"font-medium text-heading2 -tracking-0.44 gap-spacing8 md:text-heading3 xs:text-title2 md:-tracking-0.32 xs:-tracking-0.175 whitespace-break-spaces\">Disclaimer</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is upGrad® Online Courses - India’s Top Upskilli...?",
"pattern": {}
},
{
"id": "how",
"label": "How does upGrad® Online Courses - India’s Top Upskilli... work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use upGrad® Online Courses - India’s Top Upskilli...?",
"pattern": {}
},
{
"id": "cost",
"label": "Is upGrad® Online Courses - India’s Top Upskilli... free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does upGrad® Online Courses - India’s Top Upskilli... compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is upGrad® Online Courses - India’s Top Upskilli...?",
"pattern": {}
},
{
"id": "how",
"label": "How does upGrad® Online Courses - India’s Top Upskilli... work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use upGrad® Online Courses - India’s Top Upskilli...?",
"pattern": {}
},
{
"id": "compare",
"label": "How does upGrad® Online Courses - India’s Top Upskilli... compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 4
}Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Informational
Needs attention
Auth.md Agent Registration
01
Issue
auth.md could not be fetched.
02
Why it matters
Agent registration metadata lets automated clients find the registration path, supported identity types, credential types, and related claim or revocation endpoints without scraping human docs.
Check name
Auth.md Agent Registration
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish Auth.md and agent_auth metadata so agents can discover registration and credential requirements.
Result
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Validation steps
Fetch and validate /auth.md
auth.md could not be fetched.
Publish protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate agent_auth authorization metadata
OAuth authorization server metadata could not be fetched.
Evidence
{
"failedStep": "auth-md",
"steps": [
{
"id": "auth-md",
"title": "Fetch and validate /auth.md",
"status": "fail",
"evidence": {
"path": "/auth.md",
"ok": false,
"error": "TimeoutError: The operation was aborted due to timeout",
"validation": {
"valid": false,
"issue": "auth.md could not be fetched."
}
},
"issue": "auth.md could not be fetched.",
"howToFix": "Serve /auth.md at the site root as Markdown with agent registration instructions and links to OAuth metadata."
},
{
"id": "oauth-protected-resource",
"title": "Publish protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"ok": false,
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 42403,
"text": "<!DOCTYPE html><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"next-size-adjust\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><meta name=\"robots\" content=\"noindex\"/><script src=\"https://assets.upgrad.com/3416/_next/static/chunks/polyfills-c67a75d1b6f99dc8.js\" noModule=\"\"></script></head><body><script src=\"https://assets.upgrad.com/3416/_next/static/chunks/webpack-d932ea44d5eb76b7.js\" async=\"\"></script><script src=\"https://assets.upgrad.com/3416/_next/static/chunks/2443530c-d10c8b48e6fd7d17.js\" async=\"\"></script><script src=\"https://assets.upgrad.com/3416/_next/static/chunks/8139-559e8ad1322a9745.js\" async=\"\"></script><script src=\"https://assets.upgrad.com/3416/_next/static/chunks/main-app-1c700a69fc8fcc07.js\" async=\"\"></script></body></html><script>(self.__next_f=self.__next_f||[]).push([0])</script><script>self.__next_f.push([1,\"1:HL[\\\"https://assets.upgrad.com/3416/_next/static/media/5d3017e6fc84370f-s.p.woff2\\\",{\\\"as\\\":\\\"font\\\",\\\"type\\\":\\\"font/woff2\\\"}]\\n2:HL[\\\"https://assets.upgrad.com/3416/_next/static/media/d76e44773de49045-s.p.woff2\\\",{\\\"as\\\":\\\"font\\\",\\\"type\\\":\\\"font/woff2\\\"}]\\n3:HL[\\\"https://assets.upgrad.com/3416/_next/static/css/b8ff84ed4316c0a8.css\\\",{\\\"as\\\":\\\"style\\\"}]\\n0:\\\"$L4\\\"\\n\"])</script><script>self.__next_f.push([1,\"5:I{\\\"id\\\":\\\"47858\\\",\\\"chunks\\\":[\\\"2272:static/chunks/webpack-d932ea44d5eb76b7.js\\\",\\\"2667:static/chunks/2443530c-d10c8b48e6fd7d17.js\\\",\\\"8139:static/chunks/8139-559e8ad1322a9745.js\\\"],\\\"name\\\":\\\"\\\",\\\"async\\\":false}\\n7:I{\\\"id\\\":\\\"84627\\\",\\\"chunks\\\":[\\\"4883:static/chunks/4883-4d9a991d15fb6684.js\\\",\\\"2634:static/chunks/2634-5b339d9bb7dc23ba.js\\\",\\\"6470:static/chunks/app/global-error-ff23c98dd102f9ec.js\\\"],\\\"name\\\":\\\"\\\",\\\"async\\\":false}\\n\"])</script><script>self.__next_f.push([1,\"4:[[[\\\"$\\\",\\\"link\\\",\\\"0\\\",{\\\"rel\\\":\\\"stylesheet\\\",\\\"href\\\":\\\"https://assets.upgrad.com/3416/_next/static/css/b8ff84ed4316c0a8.css\\\",\\\"precedence\\\":\\\"next\\\"}]],[\\\"$\\\",\\\"$L5\\\",null,{\\\"assetPrefix\\\":\\\"https://assets.upgrad.com/3416\\\",\\\"initialCanonicalUrl\\\":\\\"/.well-known/oauth-protected-resource/\\\",\\\"initialTree\\\":[\\\"\\\",{\\\"children\\\":[[\\\"slug\\\",\\\".well-known/oauth-protected-resource\\\",\\\"c\\\"],{\\\"children\\\":[\\\"__PAGE__\\\",{}]}]},\\\"$undefined\\\",\\\"$undefined\\\",true],\\\"initialHead\\\":[\\\"$L6\\\",[\\\"$\\\",\\\"meta\\\",null,{\\\"name\\\":\\\"next-size-adjust\\\"}]],\\\"globalErrorComponent\\\":\\\"$7\\\",\\\"notFound\\\":\\\"$L8\\\",\\\"asNotFound\\\":false,\\\"children\\\":[\\\"$L9\\\",null]}]]\\n\"])</script><script>self.__next_f.push([1,\"a:I{\\\"id\\\":\\\"75966\\\",\\\"chunks\\\":[\\\"532:static/chunks/styles-1abaa82a9b1389c1.js\\\",\\\"5512:static/chunks/5512-5763820c0fc6d06b.js\\\",\\\"3185:static/chunks/app/layout-6c61b1dea127403a.js\\\"],\\\"name\\\":\\\"\\\",\\\"async\\\":false}\\nb:I{\\\"id\\\":\\\"82051\\\",\\\"chunks\\\":[\\\"532:static/chunks/styles-1abaa82a9b1389c1.js\\\",\\\"5512:static/chunks/5512-5763820c0fc6d06b.js\\\",\\\"3185:static/chunks/app/layout-6c61b1dea127403a.js\\\"],\\\"name\\\":\\\"\\\",\\\"async\\\":false}\\nc:I{\\\"id\\\":\\\"99544\\\",\\\"chunks\\\":[\\\"2272:static/chunks/webpack-d932ea44d5eb76b7.js\\\",\\\"2667:static/chunks/2443530c-d10c8b48e6f\"])</script><script>self.__next_f.push([1,\"d7d17.js\\\",\\\"8139:static/chunks/8139-559e8ad1322a9745.js\\\"],\\\"name\\\":\\\"\\\",\\\"async\\\":false}\\nd:I{\\\"id\\\":\\\"10099\\\",\\\"chunks\\\":[\\\"2272:static/chunks/webpack-d932ea44d5eb76b7.js\\\",\\\"2667:static/chunks/2443530c-d10c8b48e6fd7d17.js\\\",\\\"8139:static/chunks/8139-559e8ad1322a9745.js\\\"],\\\"name\\\":\\\"\\\",\\\"async\\\":false}\\ne:I{\\\"id\\\":\\\"84099\\\",\\\"chunks\\\":[\\\"2011:static/chunks/2011-762d37e578e71f89.js\\\",\\\"414:static/chunks/414-7445cbcaa53d993c.js\\\",\\\"9160:static/chunks/app/not-found-6837a6d6569cac1b.js\\\"],\\\"name\\\":\\\"\\\",\\\"async\\\":false}\\n\"])</script><script>self.__next_f.push([1,\"f:I{\\\"id\\\":\\\"72011\\\",\\\"chunks\\\":[\\\"693:static/chunks/8b4a6006-3bddb9bffdca1d17.js\\\",\\\"5724:static/chunks/92715f46-31fb6b0ccb82e3ee.js\\\",\\\"532:static/chunks/styles-1abaa82a9b1389c1.js\\\",\\\"4883:static/chunks/4883-4d9a991d15fb6684.js\\\",\\\"2011:static/chunks/2011-762d37e578e71f89.js\\\",\\\"8787:static/chunks/8787-60c268261f9336f9.js\\\",\\\"4360:static/chunks/4360-"
},
"issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/oauth-protected-resource with resource and authorization_servers fields."
},
{
"id": "agent-auth-block",
"title": "Validate agent_auth authorization metadata",
"status": "fail",
"evidence": {
"valid": false,
"issue": "OAuth authorization server metadata could not be fetched.",
"fetch": {
"ok": false,
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 42409,
"text": "<!DOCTYPE html><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"next-size-adjust\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><meta name=\"robots\" content=\"noindex\"/><script src=\"https://assets.upgrad.com/3416/_next/static/chunks/polyfills-c67a75d1b6f99dc8.js\" noModule=\"\"></script></head><body><script src=\"https://assets.upgrad.com/3416/_next/static/chunks/webpack-d932ea44d5eb76b7.js\" async=\"\"></script><script src=\"https://assets.upgrad.com/3416/_next/static/chunks/2443530c-d10c8b48e6fd7d17.js\" async=\"\"></script><script src=\"https://assets.upgrad.com/3416/_next/static/chunks/8139-559e8ad1322a9745.js\" async=\"\"></script><script src=\"https://assets.upgrad.com/3416/_next/static/chunks/main-app-1c700a69fc8fcc07.js\" async=\"\"></script></body></html><script>(self.__next_f=self.__next_f||[]).push([0])</script><script>self.__next_f.push([1,\"1:HL[\\\"https://assets.upgrad.com/3416/_next/static/media/5d3017e6fc84370f-s.p.woff2\\\",{\\\"as\\\":\\\"font\\\",\\\"type\\\":\\\"font/woff2\\\"}]\\n2:HL[\\\"https://assets.upgrad.com/3416/_next/static/media/d76e44773de49045-s.p.woff2\\\",{\\\"as\\\":\\\"font\\\",\\\"type\\\":\\\"font/woff2\\\"}]\\n3:HL[\\\"https://assets.upgrad.com/3416/_next/static/css/b8ff84ed4316c0a8.css\\\",{\\\"as\\\":\\\"style\\\"}]\\n0:\\\"$L4\\\"\\n\"])</script><script>self.__next_f.push([1,\"5:I{\\\"id\\\":\\\"47858\\\",\\\"chunks\\\":[\\\"2272:static/chunks/webpack-d932ea44d5eb76b7.js\\\",\\\"2667:static/chunks/2443530c-d10c8b48e6fd7d17.js\\\",\\\"8139:static/chunks/8139-559e8ad1322a9745.js\\\"],\\\"name\\\":\\\"\\\",\\\"async\\\":false}\\n7:I{\\\"id\\\":\\\"84627\\\",\\\"chunks\\\":[\\\"4883:static/chunks/4883-4d9a991d15fb6684.js\\\",\\\"2634:static/chunks/2634-5b339d9bb7dc23ba.js\\\",\\\"6470:static/chunks/app/global-error-ff23c98dd102f9ec.js\\\"],\\\"name\\\":\\\"\\\",\\\"async\\\":false}\\n\"])</script><script>self.__next_f.push([1,\"4:[[[\\\"$\\\",\\\"link\\\",\\\"0\\\",{\\\"rel\\\":\\\"stylesheet\\\",\\\"href\\\":\\\"https://assets.upgrad.com/3416/_next/static/css/b8ff84ed4316c0a8.css\\\",\\\"precedence\\\":\\\"next\\\"}]],[\\\"$\\\",\\\"$L5\\\",null,{\\\"assetPrefix\\\":\\\"https://assets.upgrad.com/3416\\\",\\\"initialCanonicalUrl\\\":\\\"/.well-known/oauth-authorization-server/\\\",\\\"initialTree\\\":[\\\"\\\",{\\\"children\\\":[[\\\"slug\\\",\\\".well-known/oauth-authorization-server\\\",\\\"c\\\"],{\\\"children\\\":[\\\"__PAGE__\\\",{}]}]},\\\"$undefined\\\",\\\"$undefined\\\",true],\\\"initialHead\\\":[\\\"$L6\\\",[\\\"$\\\",\\\"meta\\\",null,{\\\"name\\\":\\\"next-size-adjust\\\"}]],\\\"globalErrorComponent\\\":\\\"$7\\\",\\\"notFound\\\":\\\"$L8\\\",\\\"asNotFound\\\":false,\\\"children\\\":[\\\"$L9\\\",null]}]]\\n\"])</script><script>self.__next_f.push([1,\"a:I{\\\"id\\\":\\\"75966\\\",\\\"chunks\\\":[\\\"532:static/chunks/styles-1abaa82a9b1389c1.js\\\",\\\"5512:static/chunks/5512-5763820c0fc6d06b.js\\\",\\\"3185:static/chunks/app/layout-6c61b1dea127403a.js\\\"],\\\"name\\\":\\\"\\\",\\\"async\\\":false}\\nb:I{\\\"id\\\":\\\"82051\\\",\\\"chunks\\\":[\\\"532:static/chunks/styles-1abaa82a9b1389c1.js\\\",\\\"5512:static/chunks/5512-5763820c0fc6d06b.js\\\",\\\"3185:static/chunks/app/layout-6c61b1dea127403a.js\\\"],\\\"name\\\":\\\"\\\",\\\"async\\\":false}\\nc:I{\\\"id\\\":\\\"99544\\\",\\\"chunks\\\":[\\\"2272:static/chunks/webpack-d932ea44d5eb76b7.js\\\",\\\"2667:static/chunks/2443530c-d10c8b48e6f\"])</script><script>self.__next_f.push([1,\"d7d17.js\\\",\\\"8139:static/chunks/8139-559e8ad1322a9745.js\\\"],\\\"name\\\":\\\"\\\",\\\"async\\\":false}\\nd:I{\\\"id\\\":\\\"10099\\\",\\\"chunks\\\":[\\\"2272:static/chunks/webpack-d932ea44d5eb76b7.js\\\",\\\"2667:static/chunks/2443530c-d10c8b48e6fd7d17.js\\\",\\\"8139:static/chunks/8139-559e8ad1322a9745.js\\\"],\\\"name\\\":\\\"\\\",\\\"async\\\":false}\\ne:I{\\\"id\\\":\\\"84099\\\",\\\"chunks\\\":[\\\"2011:static/chunks/2011-762d37e578e71f89.js\\\",\\\"414:static/chunks/414-7445cbcaa53d993c.js\\\",\\\"9160:static/chunks/app/not-found-6837a6d6569cac1b.js\\\"],\\\"name\\\":\\\"\\\",\\\"async\\\":false}\\n\"])</script><script>self.__next_f.push([1,\"f:I{\\\"id\\\":\\\"72011\\\",\\\"chunks\\\":[\\\"693:static/chunks/8b4a6006-3bddb9bffdca1d17.js\\\",\\\"5724:static/chunks/92715f46-31fb6b0ccb82e3ee.js\\\",\\\"532:static/chunks/styles-1abaa82a9b1389c1.js\\\",\\\"4883:static/chunks/4883-4d9a991d15fb6684.js\\\",\\\"2011:static/chunks/2011-762d37e578e71f89.js\\\",\\\"8787:static/chunks/8787-60c268261f9336f9.js\\\",\\\"4360:static/chunks/4"
}
},
"issue": "OAuth authorization server metadata could not be fetched.",
"howToFix": "Add agent_auth to /.well-known/oauth-authorization-server with register_uri, supported identity types, credential types, and claim or revocation URLs where applicable."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 3,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
}
]
},
"resourceFetchSucceeded": false
}AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Informational
AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Informational
Needs attention
IndexNow key
01
Issue
IndexNow key is informational for this page.
02
Why it matters
IndexNow lets sites notify participating search engines about changed URLs, but ownership verification requires a UTF-8 key file whose filename matches the key.
Check name
IndexNow key
Score
100/100
Status
informational
Category
Discoverability
Maturity
Established
Goal
Verify that IndexNow ownership key placement is detectable when the site advertises it.
Result
IndexNow key is informational for this page.
Validation steps
Find advertised IndexNow key location
No IndexNow key location was advertised in HTML, Link headers, or robots.txt.
Fetch and validate IndexNow key file
No discoverable IndexNow key file was found.
Evidence
{
"steps": [
{
"id": "advertised-location",
"title": "Find advertised IndexNow key location",
"status": "informational",
"evidence": {
"advertised": []
},
"issue": "No IndexNow key location was advertised in HTML, Link headers, or robots.txt.",
"howToFix": "Advertise the key location with robots.txt IndexNow-Key, rel=\"indexnow-key\", or meta name=\"indexnow-key-location\" if you want scanners to verify it."
},
{
"id": "fetch-key",
"title": "Fetch and validate IndexNow key file",
"status": "informational",
"evidence": {
"advertised": [],
"checked": []
},
"issue": "No discoverable IndexNow key file was found.",
"howToFix": "Host a UTF-8 text file named {key}.txt using a 32-character hexadecimal key whose body exactly matches the key."
}
]
}Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Informational
Needs attention
OAuth / OIDC discovery
01
Issue
OAuth / OIDC discovery was not found at the expected path.
02
Why it matters
OAuth and OIDC discovery let agents find authorization, token, and key endpoints programmatically instead of relying on human documentation.
Check name
OAuth / OIDC discovery
Score
0/100
Status
informational
Category
Auth
Maturity
Established
Goal
Publish OAuth/OIDC discovery metadata so agents can authenticate with your APIs.
Result
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Validation steps
Fetch to find resource
OAuth / OIDC discovery was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/openid-configuration",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 42386
},
{
"path": "/.well-known/oauth-authorization-server",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 42409
}
]
},
"issue": "OAuth / OIDC discovery was not found at the expected path.",
"howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 3,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
}
]
},
"resourceFetchSucceeded": false
}Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Informational
Needs attention
OAuth Protected Resource
01
Issue
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
02
Why it matters
Protected Resource metadata tells agents which authorization servers protect an API and how to connect authentication challenges to the right resource.
Check name
OAuth Protected Resource
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish OAuth Protected Resource Metadata so agents can discover how to authenticate.
Result
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Validation steps
Fetch protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate protected resource metadata
Response is not valid JSON.
Validate protected resource identity
Protected resource metadata `resource` did not match the resource identifier used to retrieve it.
Probe protected API Bearer challenge
No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"statusCode": 404,
"contentType": "text/html; charset=utf-8"
},
"issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/oauth-protected-resource JSON."
},
{
"id": "metadata",
"title": "Validate protected resource metadata",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"next-size-adjust\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><meta name=\"robots\" content=\"noindex\"/><script src=\"https://assets.upgrad.com/3416/_next/static/chunks/polyfills-c67a75d1b6f99dc8.js\" noModule=\"\"></script></head><body><script src=\"https://assets.upgrad.com/3416/_next/static/chunks/webpack-d932ea44d5eb76b7.js\" async=\"\"></script><script src=\"https://assets.upgrad.com/3416/_next/static/chunks/2443530c-d10c8b48e6fd7d17.js\" async=\"\"></script><script src=\"https://assets.upgrad.com/3416/_next/static/chunks/8139-559e8ad1322a9745.js\" async=\"\"></script><script src=\"https://assets.upgrad.com/3416/_next/static/chunks/main-app-1c700a69fc8fcc07.js\" async=\"\"></script></body></html><scri"
},
"issue": "Response is not valid JSON.",
"howToFix": "Publish resource and authorization_servers as absolute URLs."
},
{
"id": "resource-identity",
"title": "Validate protected resource identity",
"status": "fail",
"evidence": {
"expectedResource": "https://www.upgrad.com"
},
"issue": "Protected resource metadata `resource` did not match the resource identifier used to retrieve it.",
"howToFix": "Set `resource` to the origin/resource identifier represented by /.well-known/oauth-protected-resource."
},
{
"id": "protected-route-challenge",
"title": "Probe protected API Bearer challenge",
"status": "informational",
"evidence": {
"checked": [
{
"path": "/api/admin/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.upgrad.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/admin/summary",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.upgrad.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.upgrad.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
}
]
},
"issue": "No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.",
"howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 3,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
}
]
},
"resourceFetchSucceeded": false
}Performance and AccessibilityAccessibilityBrowser audit
Background and foreground colors do not have a sufficient contrast ratio.
50 Fail
Performance and AccessibilityAccessibilityBrowser audit
Background and foreground colors do not have a sufficient contrast ratio.
50 Fail
Check name
Background and foreground colors do not have a sufficient contrast ratio.
Score
0/100
Status
fail
Device
desktop
Category
Accessibility
Fix guidance
Low-contrast text is difficult or impossible for many users to read. [Learn how to provide sufficient color contrast](https://dequeuniversity.com/rules/axe/4.11/color-contrast).
References
https://web.dev/learn/accessibility/Evidence
{
"description": "Low-contrast text is difficult or impossible for many users to read. [Learn how to provide sufficient color contrast](https://dequeuniversity.com/rules/axe/4.11/color-contrast)."
}Performance and AccessibilityAccessibilityBrowser audit
Image elements do not have `[alt]` attributes
50 Fail
Performance and AccessibilityAccessibilityBrowser audit
Image elements do not have `[alt]` attributes
50 Fail
Check name
Image elements do not have `[alt]` attributes
Score
0/100
Status
fail
Device
desktop
Category
Accessibility
Fix guidance
Informative elements should aim for short, descriptive alternate text. Decorative elements can be ignored with an empty alt attribute. [Learn more about the `alt` attribute](https://dequeuniversity.com/rules/axe/4.11/image-alt).
References
https://web.dev/learn/accessibility/Evidence
{
"description": "Informative elements should aim for short, descriptive alternate text. Decorative elements can be ignored with an empty alt attribute. [Learn more about the `alt` attribute](https://dequeuniversity.com/rules/axe/4.11/image-alt)."
}SEOSEOBrowser audit
Image elements do not have `[alt]` attributes
33 Fail
SEOSEOBrowser audit
Image elements do not have `[alt]` attributes
33 Fail
Check name
Image elements do not have `[alt]` attributes
Score
0/100
Status
fail
Device
desktop
Category
SEO
Fix guidance
Informative elements should aim for short, descriptive alternate text. Decorative elements can be ignored with an empty alt attribute. [Learn more about the `alt` attribute](https://dequeuniversity.com/rules/axe/4.11/image-alt).
Evidence
{
"description": "Informative elements should aim for short, descriptive alternate text. Decorative elements can be ignored with an empty alt attribute. [Learn more about the `alt` attribute](https://dequeuniversity.com/rules/axe/4.11/image-alt)."
}SEOSEOBrowser audit
Links are not crawlable
33 Fail
SEOSEOBrowser audit
Links are not crawlable
33 Fail
Check name
Links are not crawlable
Score
0/100
Status
fail
Device
desktop
Category
SEO
Fix guidance
Search engines may use `href` attributes on links to crawl websites. Ensure that the `href` attribute of anchor elements links to an appropriate destination, so more pages of the site can be discovered. [Learn how to make links crawlable](https://support.google.com/webmasters/answer/9112205)
Evidence
{
"description": "Search engines may use `href` attributes on links to crawl websites. Ensure that the `href` attribute of anchor elements links to an appropriate destination, so more pages of the site can be discovered. [Learn how to make links crawlable](https://support.google.com/webmasters/answer/9112205)"
}SEOSEOBrowser audit
Links do not have descriptive text
33 Fail
SEOSEOBrowser audit
Links do not have descriptive text
33 Fail
Check name
Links do not have descriptive text
Score
0/100
Status
fail
Device
desktop
Category
SEO
Estimated savings
1 link found
Fix guidance
Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/).
Evidence
{
"displayValue": "1 link found",
"description": "Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/)."
}Performance and AccessibilityPerformanceBrowser audit
Network dependency tree
25 Fail
Performance and AccessibilityPerformanceBrowser audit
Network dependency tree
25 Fail
Check name
Network dependency tree
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
[Avoid chaining critical requests](https://developer.chrome.com/docs/performance/insights/network-dependency-tree) by reducing the length of chains, reducing the download size of resources, or deferring the download of unnecessary resources to improve page load.
References
https://web.dev/learn/performance/Evidence
{
"description": "[Avoid chaining critical requests](https://developer.chrome.com/docs/performance/insights/network-dependency-tree) by reducing the length of chains, reducing the download size of resources, or deferring the download of unnecessary resources to improve page load."
}Performance and AccessibilityPerformanceBrowser audit
Avoid enormous network payloads
13 Warning
Performance and AccessibilityPerformanceBrowser audit
Avoid enormous network payloads
13 Warning
Check name
Avoid enormous network payloads
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Total size was 4,215 KiB
Fix guidance
Large network payloads cost users real money and are highly correlated with long load times. [Learn how to reduce payload sizes](https://developer.chrome.com/docs/lighthouse/performance/total-byte-weight/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Total size was 4,215 KiB",
"description": "Large network payloads cost users real money and are highly correlated with long load times. [Learn how to reduce payload sizes](https://developer.chrome.com/docs/lighthouse/performance/total-byte-weight/).",
"numericValue": 4316197
}Performance and AccessibilityPerformanceBrowser audit
Improve image delivery
13 Warning
Performance and AccessibilityPerformanceBrowser audit
Improve image delivery
13 Warning
Check name
Improve image delivery
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 92 KiB
Fix guidance
Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 92 KiB",
"description": "Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)"
}Performance and AccessibilityPerformanceBrowser audit
Loading performance
11 Fail
Performance and AccessibilityPerformanceBrowser audit
Loading performance
11 Fail
Check name
Loading performance
Score
58/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Review the grouped loading performance checks and improve the failing sub-checks listed in evidence.
References
https://web.dev/learn/performance/Evidence
{
"checks": [
{
"id": "largest-contentful-paint",
"title": "Largest Contentful Paint",
"score": 93,
"displayValue": "1.1 s",
"numericValue": 1062.010285003639
},
{
"id": "total-blocking-time",
"title": "Total Blocking Time",
"score": 1,
"displayValue": "1,450 ms",
"numericValue": 1454.9999999999995
},
{
"id": "interactive",
"title": "Time to Interactive",
"score": 30,
"displayValue": "5.7 s",
"numericValue": 5694.044499834507
},
{
"id": "server-response-time",
"title": "Initial server response time was short",
"score": 100,
"displayValue": "Root document took 30 ms",
"numericValue": 33
},
{
"id": "network-rtt",
"title": "Network Round Trip Times",
"score": 100,
"displayValue": "20 ms",
"numericValue": 24.904709999999998
},
{
"id": "first-contentful-paint",
"title": "First Contentful Paint",
"score": 98,
"displayValue": "0.7 s",
"numericValue": 682.0044643621184
},
{
"id": "speed-index",
"title": "Speed Index",
"score": 43,
"displayValue": "2.5 s",
"numericValue": 2474.193768826866
},
{
"id": "max-potential-fid",
"title": "Max Potential First Input Delay",
"score": 1,
"displayValue": "730 ms",
"numericValue": 730.9999999999995
}
]
}Fix with MCP or CLI
Use this report as the handoff into remediation. Generate a coding-agent prompt with the failing checks attached, or jump to the MCP and CLI setup docs before your next rescan.
Score history
Public scan score over time
Public reports for this website origin. Select any point or report link to open that canonical report.
| Scan date | Score | Readiness | Report |
|---|---|---|---|
| 61/100 | Level 3, Bot-Aware | Current report |