Export Report
OVERALL SCORE
Level 3, Bot-Aware
- AI Discoverability 50 out of 100
- Agent Ease of Use 42 out of 100
- Security & Trust 66 out of 100
- GEO, AIO and AEO 65 out of 100
- SEO 85 out of 100
- Performance and Accessibility 68 out of 100
What AI sees of your website
Vaadin: Java Framework for Building Enterprise Web Applications
Build modern apps faster with Vaadin, the open-source Java web framework. Features a unified stack, built-in security, and enterprise-grade UI components.
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| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 50 | Needs work | 24 | 13 | 8 | View details |
| Discoverability | 47 | Priority fix | 6 | 3 | 0 | View details |
| Content Readiness | 58 | Needs work | 17 | 9 | 5 | View details |
| Bot Access Control | 45 | Priority fix | 1 | 1 | 3 | View details |
| Agent Ease of Use | 42 | Priority fix | 0 | 1 | 10 | View details |
| Auth | 50 | Needs work | 0 | 0 | 3 | |
| MCP | 25 | Priority fix | 0 | 1 | 2 | View details |
| Skill Discovery | 50 | Needs work | 0 | 0 | 5 | |
| GEO, AIO and AEO | 65 | Needs work | 8 | 2 | 8 | View details |
| GEO Readiness | 61 | Needs work | 3 | 1 | 2 | View details |
| AIO Readiness | 74 | Needs work | 2 | 0 | 4 | |
| AEO Readiness | 59 | Needs work | 3 | 1 | 2 | View details |
| SEO | 85 | Mostly ready | 8 | 2 | 0 | View details |
| SEO | 85 | Mostly ready | 8 | 2 | 0 | View details |
| Security & Trust | 66 | Needs work | 14 | 3 | 2 | View details |
| Security & Trust | 66 | Needs work | 14 | 3 | 2 | View details |
| Performance and Accessibility | 68 | Needs work | 21 | 3 | 1 | View details |
| Performance | 56 | Needs work | 11 | 3 | 1 | View details |
| Accessibility | 89 | Mostly ready | 10 | 0 | 0 |
Prioritized recommendations
Issues ranked by score impact
42 items need attention
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".
Needs attention
Link headers
Issue
No useful agent discovery Link headers were found.
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.
Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Discover MCP server card".
50 Fail
Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Discover MCP server card".
Needs attention
MCP Server Card
Issue
This site claims MCP support or links to MCP metadata, but no MCP server card could be fetched.
Why it matters
MCP server cards give agents a stable, public pre-connection discovery surface for server identity, remote transports, protocol compatibility, and safe routing without guessing endpoints.
Check name
MCP Server Card
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Publish an MCP Server Card that helps agents discover remote MCP server transports before opening a session.
Result
MCP Server Card failed at "Discover MCP server card".
Validation steps
Discover MCP server card
This site claims MCP support or links to MCP metadata, but no MCP server card could be fetched.
AI DiscoverabilityDiscoverabilityEstablished
robots.txt
robots.txt failed at "Validate RFC 9309 core syntax".
30 Fail
AI DiscoverabilityDiscoverabilityEstablished
robots.txt
robots.txt failed at "Validate RFC 9309 core syntax".
Needs attention
robots.txt
Issue
robots.txt was found but did not contain a valid, parseable User-agent group.
Why it matters
robots.txt gives crawlers and agents a standard place to read crawl permissions, disallowed paths, and sitemap locations before requesting site content.
Check name
robots.txt
Score
40/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Publish /robots.txt with clear crawl rules.
Result
robots.txt failed at "Validate RFC 9309 core syntax".
Validation steps
Validate RFC 9309 core syntax
robots.txt was found but did not contain a valid, parseable User-agent group.
Agent Ease of UseMCPEmerging recommendation
WebMCP
WebMCP has a validation warning at "Probe WebMCP operability".
25 Warning
Agent Ease of UseMCPEmerging recommendation
WebMCP
WebMCP has a validation warning at "Probe WebMCP operability".
Needs attention
WebMCP
Issue
No WebMCP surface was found to probe.
Details
Why it matters
WebMCP gives agents structured page and browser tool hints so they can understand actions without relying only on screen scraping.
Check name
WebMCP
Score
50/100
Status
warning
Category
MCP
Maturity
Emerging recommendation
Goal
Expose browser/page WebMCP tools and compatible static WebMCP metadata when a site wants agents to understand in-page actions.
Result
WebMCP has a validation warning at "Probe WebMCP operability".
Validation steps
Detect WebMCP runtime API
Expose current WebMCP tools through document.modelContext.registerTool(), or clearly document navigator.modelContext as a compatibility/polyfill profile.
Probe WebMCP operability
No WebMCP surface was found to probe.
WebMCP operability findings
- No WebMCP surface was found to probe.
- Conventional WebMCP manifest paths were checked but did not return a valid manifest.
Validate declarative WebMCP form tools
No W3C-style declarative WebMCP form attributes were found.
Validate MCP-aware HTML annotations
No data-mcp-tool or hyphenated WebMCP compatibility annotations were found.
Validate static WebMCP JSON compatibility
No static WebMCP JSON manifest or WMCP interaction graph was found.
Validate WebMCP tool metadata quality
Use clear tool names, useful descriptions, constrained schemas, side-effect clarity, and profile-appropriate naming.
Review WebMCP security and policy signals
Remove secrets and prompt-injection text from WebMCP metadata, avoid private endpoints, and use Permissions-Policy and annotations for tool safety.
AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Fetch root llms.txt".
20 Fail
AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Fetch root llms.txt".
Needs attention
llms.txt
Issue
/llms.txt was not found or could not be fetched.
Why it matters
llms.txt is an emerging Markdown convention for giving language-model clients curated context and links before they crawl broadly. Broken, private, or low-signal links make the file much less useful even when it exists.
Check name
llms.txt
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Emerging recommendation
Goal
Publish a concise llms.txt index that helps agents discover useful public site context.
Result
llms.txt failed at "Fetch root llms.txt".
Validation steps
Fetch root llms.txt
/llms.txt was not found or could not be fetched.
Inspect optional llms-full.txt
Passed.
AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation is missing or incomplete.
18 Fail
AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation is missing or incomplete.
Needs attention
Markdown negotiation
Issue
Best candidate returned Content-Type "text/html;charset=UTF-8" instead of text/markdown.
Why it matters
Markdown representations give agents a cleaner page form while preserving normal HTML for browsers and cache-safe representation handling.
Check name
Markdown negotiation
Score
10/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose a useful Markdown representation through negotiation or an explicit alternate URL.
Result
Markdown negotiation is missing or incomplete.
Validation steps
Markdown representation
No usable Markdown representation was found through negotiation, advertised alternates, or conservative .md mirror checks.
Same-URL negotiation
Same-URL Accept: text/markdown did not return a valid Markdown representation.
Markdown format validation
Markdown response contains too much raw HTML to be a clean agent-facing Markdown representation.
Advertised Markdown alternate
No Link or HTML rel=alternate text/markdown URL was advertised.
Conventional .md mirror
Conventional .md mirror candidates did not return valid Markdown.
AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt failed at "Classify AI crawler rules".
17 Fail
AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt failed at "Classify AI crawler rules".
Needs attention
AI bot rules in robots.txt
Issue
No explicit User-agent rules were found for major AI crawler tokens.
Why it matters
AI crawler product tokens have different meanings. Explicit robots.txt groups make training, search, and retrieval access policy auditable for compliant crawler operators.
Check name
AI bot rules in robots.txt
Score
31/100
Status
fail
Category
Bot Access Control
Maturity
Established
Goal
Declare deliberate robots.txt rules for major AI training, AI search, user-triggered, and dataset crawlers.
Result
AI bot rules in robots.txt failed at "Classify AI crawler rules".
Validation steps
Classify AI crawler rules
No explicit User-agent rules were found for major AI crawler tokens.
Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy failed at "Find Referrer-Policy header".
17 Fail
Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy failed at "Find Referrer-Policy header".
Needs attention
Referrer-Policy
Issue
Referrer-Policy header is missing.
Why it matters
Referrer-Policy controls how much URL context is sent to other origins, limiting accidental leakage of paths, queries, and identifiers.
Check name
Referrer-Policy
Score
33/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Limit how much referrer data leaves the site with an explicit Referrer-Policy header.
Result
Referrer-Policy failed at "Find Referrer-Policy header".
Validation steps
Find Referrer-Policy header
Referrer-Policy header is missing.
Review observed browser responses
One or more same-origin HTML documents observed by Chrome did not emit Referrer-Policy.
Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration has a validation warning at "Warn when auth surface lacks Auth.md".
17 Warning
Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration has a validation warning at "Warn when auth surface lacks Auth.md".
Needs attention
Auth.md Agent Registration
Issue
The site appears to support login, signup, account access, or credentials but does not publish /auth.md.
Why it matters
Human login and signup flows are often opaque to agents. Auth.md gives automated clients a stable registration contract instead of forcing them to scrape docs, automate browser forms, or guess credential flows.
Check name
Auth.md Agent Registration
Score
50/100
Status
warning
Category
Auth
Maturity
Emerging recommendation
Goal
Publish Auth.md v1 metadata so agents can discover how to register, claim a user, and obtain credentials.
Result
Auth.md Agent Registration has a validation warning at "Warn when auth surface lacks Auth.md".
Validation steps
Warn when auth surface lacks Auth.md
The site appears to support login, signup, account access, or credentials but does not publish /auth.md.
Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has a validation warning at "Detect OAuth/OIDC applicability".
17 Warning
Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has a validation warning at "Detect OAuth/OIDC applicability".
Needs attention
OAuth / OIDC discovery
Issue
Generic authentication signals were found, but no OAuth/OIDC discovery signal was detected.
Why it matters
OAuth and OIDC discovery let agents and API clients find authorization, token, and key endpoints programmatically instead of scraping login pages or guessing provider setup.
Check name
OAuth / OIDC discovery
Score
50/100
Status
warning
Category
Auth
Maturity
Established
Goal
Publish OAuth/OIDC discovery metadata only when the site operates or advertises a real OAuth/OIDC authorization server.
Result
OAuth / OIDC discovery has a validation warning at "Detect OAuth/OIDC applicability".
Validation steps
Detect OAuth/OIDC applicability
Generic authentication signals were found, but no OAuth/OIDC discovery signal was detected.
Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has a validation warning at "Detect protected-resource applicability".
17 Warning
Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has a validation warning at "Detect protected-resource applicability".
Needs attention
OAuth Protected Resource
Issue
Generic authentication signals were found, but no OAuth Protected Resource metadata signal was detected.
Why it matters
Protected-resource metadata tells agents which API/resource is locked, which authorization servers can issue tokens for it, and how a 401 challenge maps back to the correct resource.
Check name
OAuth Protected Resource
Score
50/100
Status
warning
Category
Auth
Maturity
Emerging recommendation
Goal
Publish OAuth Protected Resource Metadata for OAuth-protected APIs and MCP resources so clients can identify the resource and its authorization servers.
Result
OAuth Protected Resource has a validation warning at "Detect protected-resource applicability".
Validation steps
Detect protected-resource applicability
Generic authentication signals were found, but no OAuth Protected Resource metadata signal was detected.
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy failed at "Find enforcing CSP delivery".
15 Fail
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy failed at "Find enforcing CSP delivery".
Needs attention
Content-Security-Policy
Issue
Applicable HTML response is missing an enforcing Content-Security-Policy header.
Why it matters
Content Security Policy reduces the impact of injection bugs by limiting where scripts, styles, frames, forms, and other browser resources can load or execute.
Check name
Content-Security-Policy
Score
40/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Constrain browser resource loading and script execution with an enforcing Content-Security-Policy header.
Result
Content-Security-Policy failed at "Find enforcing CSP delivery".
Validation steps
Find enforcing CSP delivery
Applicable HTML response is missing an enforcing Content-Security-Policy header.
Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card has a validation warning at "Discover A2A Agent Card".
13 Warning
Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card has a validation warning at "Discover A2A Agent Card".
Needs attention
A2A Agent Card
Issue
No A2A Agent Card was found at the current, legacy, or fallback discovery paths.
Why it matters
A2A Agent Cards provide protocol-specific discovery for agent identity, skills, input and output modes, transport bindings, capabilities, and security requirements. Legacy A2A also used /.well-known/agent.json, so scanners must classify the card shape before reporting readiness.
Check name
A2A Agent Card
Score
50/100
Status
warning
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish a version-appropriate A2A Agent Card so A2A-compatible clients can discover agent skills and invoke the declared endpoint safely.
Result
A2A Agent Card has a validation warning at "Discover A2A Agent Card".
Validation steps
Discover A2A Agent Card
No A2A Agent Card was found at the current, legacy, or fallback discovery paths.
Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index has a validation warning at "Discover Agent Skills index".
13 Warning
Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index has a validation warning at "Discover Agent Skills index".
Needs attention
Agent Skills index
Issue
No Agent Skills discovery index was found at the canonical or legacy path.
Why it matters
An Agent Skills index lets agents discover task-specific instructions through a small trusted index, then verify and load only the skill artifacts they need.
Check name
Agent Skills index
Score
50/100
Status
warning
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an Agent Skills discovery index that advertises digest-pinned SKILL.md or archive artifacts.
Result
Agent Skills index has a validation warning at "Discover Agent Skills index".
Validation steps
Discover Agent Skills index
No Agent Skills discovery index was found at the canonical or legacy path.
Agent Ease of UseSkill DiscoveryEmerging recommendation
agents.json
agents.json has a validation warning at "Discover agents.json".
13 Warning
Agent Ease of UseSkill DiscoveryEmerging recommendation
agents.json
agents.json has a validation warning at "Discover agents.json".
Needs attention
agents.json
Issue
No Wildcard-style agents.json file was found.
Why it matters
Wildcard agents.json gives agents workflow-level context beyond plain OpenAPI, including flows, links, examples, and API action structure. It is an emerging OpenAPI-adjacent proposal, so scanners should validate the contract shape without treating it as an A2A or IETF standard.
Check name
agents.json
Score
50/100
Status
warning
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish a Wildcard-style agents.json file so agents can discover OpenAPI-backed workflows, links, examples, and authentication requirements.
Result
agents.json has a validation warning at "Discover agents.json".
Validation steps
Discover agents.json
No Wildcard-style agents.json file was found.
AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal has a validation warning at "Validate declared usage preferences".
13 Warning
AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal has a validation warning at "Validate declared usage preferences".
Needs attention
Content Signal
Issue
No Content-Usage or Content-Signal declarations were found.
Why it matters
Content usage preference signals communicate intended downstream AI use separately from robots.txt crawl permission. They can express training and search preferences for compliant systems without replacing access-control rules.
Check name
Content Signal
Score
50/100
Status
warning
Category
Bot Access Control
Maturity
Informational
Goal
Declare AI content usage preferences when the site intentionally publishes machine-readable usage policy.
Result
Content Signal has a validation warning at "Validate declared usage preferences".
Validation steps
Validate declared usage preferences
No Content-Usage or Content-Signal declarations were found.
Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery has a validation warning at "Query DNS-AID records".
13 Warning
Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery has a validation warning at "Query DNS-AID records".
Needs attention
DNS-AID Agent Discovery
Issue
No DNS-AID HTTPS/SVCB records were found under _agents.
Why it matters
DNS-AID lets agents discover index, A2A, and other agent entrypoints before fetching HTTP metadata. HTTPS/SVCB records provide the service-binding substrate, while DNSSEC can authenticate the discovery answer when available.
Check name
DNS-AID Agent Discovery
Score
50/100
Status
warning
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish DNS-AID HTTPS/SVCB records under _agents for DNS-based agent entrypoint discovery.
Result
DNS-AID Agent Discovery has a validation warning at "Query DNS-AID records".
Validation steps
Query DNS-AID records
No DNS-AID HTTPS/SVCB records were found under _agents.
Check DNSSEC authentication evidence
DNSSEC authentication evidence was not visible for the DNS-AID labels or hostname.
AI DiscoverabilityBot Access ControlEmerging recommendation
RSL license signal
No RSL declarations were found.
13 Warning
AI DiscoverabilityBot Access ControlEmerging recommendation
RSL license signal
No RSL declarations were found.
Needs attention
RSL license signal
Issue
No RSL declarations were found.
Why it matters
Really Simple Licensing is an emerging rights-expression layer for communicating content usage and licensing terms separately from robots.txt crawl permission.
Check name
RSL license signal
Score
50/100
Status
warning
Category
Bot Access Control
Maturity
Emerging recommendation
Goal
Declare machine-readable content licensing terms for compliant AI and crawler systems when the site needs them.
Result
No RSL declarations were found.
Validation steps
Discover RSL declarations
No RSL declarations were found.
AI DiscoverabilityBot Access ControlEmerging recommendation
TDMRep declaration
No TDMRep declaration was found.
13 Warning
AI DiscoverabilityBot Access ControlEmerging recommendation
TDMRep declaration
No TDMRep declaration was found.
Needs attention
TDMRep declaration
Issue
No TDMRep declaration was found at /.well-known/tdmrep.json.
Why it matters
TDMRep is a W3C Community Group protocol and IANA-registered well-known URI for declaring text and data mining reservation policy on applicable content.
Check name
TDMRep declaration
Score
50/100
Status
warning
Category
Bot Access Control
Maturity
Emerging recommendation
Goal
Publish a machine-readable text and data mining reservation declaration and verifiable ODRL policy when the site needs one.
Result
No TDMRep declaration was found.
Validation steps
Fetch /.well-known/tdmrep.json
No TDMRep declaration was found at /.well-known/tdmrep.json.
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Citable passages
GEO: Citable passages scored 0/100 and needs a fix.
12 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Citable passages
GEO: Citable passages scored 0/100 and needs a fix.
Needs attention
GEO: Citable passages
Issue
No evidence-backed, citation-length explanatory paragraph was found.
Details
Why it matters
Generative answer systems work best with visible, self-contained, evidence-backed content, clear entities, trustworthy attribution, structured page sections, and crawler-accessible HTML. These signals improve machine understanding even though they do not guarantee AI citations.
Check name
GEO: Citable passages
Score
0/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute without promising inclusion in any proprietary answer surface.
Result
GEO: Citable passages scored 0/100 and needs a fix.
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first passages
AEO: Answer-first passages scored 20/100 and needs a fix.
9 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first passages
AEO: Answer-first passages scored 20/100 and needs a fix.
Needs attention
AEO: Answer-first passages
Issue
7 section(s) bury or omit a concise opening answer.
Details
Why it matters
Answer engines need visible answer passages, clear question and heading structure, entity definitions, evidence, and trust signals. These signals improve extraction and attribution, but they do not guarantee answer-engine citations or search features.
Check name
AEO: Answer-first passages
Score
20/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to extract, answer from, and attribute without promising inclusion in any proprietary answer surface.
Result
AEO: Answer-first passages scored 20/100 and needs a fix.
AI DiscoverabilityContent ReadinessEstablished
Author attribution
Author attribution is partially implemented.
9 Warning
AI DiscoverabilityContent ReadinessEstablished
Author attribution
Author attribution is partially implemented.
Needs attention
Author attribution
Issue
No named author or publisher identity could be extracted.
Why it matters
Author attribution helps agents cite content responsibly, assess source credibility, and distinguish editorial pages from anonymous marketing copy.
Check name
Author attribution
Score
55/100
Status
warning
Category
Content Readiness
Maturity
Established
Goal
Identify content authors or publishers for trust and attribution.
Result
Author attribution is partially implemented.
Validation steps
Schema.org attribution
Schema.org attribution is incomplete or relies only on publisher/fallback evidence.
Author identity quality
No named author or publisher identity could be extracted.
AI DiscoverabilityContent ReadinessEstablished
Structured data
Structured data failed at "Parseability".
8 Fail
AI DiscoverabilityContent ReadinessEstablished
Structured data
Structured data failed at "Parseability".
Needs attention
Structured data
Issue
Detected structured data could not be parsed for: rdfa.
Why it matters
Structured data gives agents explicit entities, relationships, and page meaning that are harder to infer reliably from visual layout alone.
Check name
Structured data
Score
62/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose machine-readable page entities and relationships through a recognized structured-data syntax.
Result
Structured data failed at "Parseability".
Validation steps
Parseability
Detected structured data could not be parsed for: rdfa.
Format consistency
The page mixes structured-data syntaxes. This is allowed when consistent, but a single primary syntax is easier to maintain and debug.
Page-relevant schema family
The page has specific visible content intent, but structured data does not include a matching primary schema family.
Schema policy recommendations
SoftwareApplication schema is missing recommended Google field(s): aggregateRating.
Security & TrustSecurity & TrustEstablished
HSTS header
HSTS header failed at "Validate max-age".
6 Fail
Security & TrustSecurity & TrustEstablished
HSTS header
HSTS header failed at "Validate max-age".
Needs attention
HSTS header
Issue
max-age=0 removes the HSTS policy.
Why it matters
HSTS tells browsers to keep using HTTPS after the first secure visit, reducing downgrade, SSL-stripping, and mixed-transport risk for repeat users.
Check name
HSTS header
Score
75/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Require HTTPS for repeat browser visits with a valid Strict-Transport-Security policy.
Result
HSTS header failed at "Validate max-age".
Validation steps
Validate max-age
max-age=0 removes the HSTS policy.
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Evidence and trust
AEO: Evidence and trust scored 57/100 and needs improvement.
5 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Evidence and trust
AEO: Evidence and trust scored 57/100 and needs improvement.
Needs attention
AEO: Evidence and trust
Issue
Missing answer evidence or trust signals: author, publisher, freshnessDate.
Details
Why it matters
Answer engines need visible answer passages, clear question and heading structure, entity definitions, evidence, and trust signals. These signals improve extraction and attribution, but they do not guarantee answer-engine citations or search features.
Check name
AEO: Evidence and trust
Score
57/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to extract, answer from, and attribute without promising inclusion in any proprietary answer surface.
Result
AEO: Evidence and trust scored 57/100 and needs improvement.
Security & TrustSecurity & TrustEstablished
Frame protection
Frame protection has a validation warning at "Validate CSP frame-ancestors".
5 Warning
Security & TrustSecurity & TrustEstablished
Frame protection
Frame protection has a validation warning at "Validate CSP frame-ancestors".
Needs attention
Frame protection
Issue
Frame protection relies only on X-Frame-Options; CSP frame-ancestors is the modern control.
Why it matters
Frame protection blocks hostile sites from embedding pages in deceptive frames, reducing clickjacking and UI redressing risk.
Check name
Frame protection
Score
81/100
Status
warning
Category
Security & Trust
Maturity
Established
Goal
Prevent unwanted framing with an enforcing CSP frame-ancestors directive or a valid X-Frame-Options fallback.
Result
Frame protection has a validation warning at "Validate CSP frame-ancestors".
Validation steps
Validate CSP frame-ancestors
Frame protection relies only on X-Frame-Options; CSP frame-ancestors is the modern control.
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question and answer structure
AEO: Question and answer structure scored 60/100 and needs improvement.
5 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question and answer structure
AEO: Question and answer structure scored 60/100 and needs improvement.
Needs attention
AEO: Question and answer structure
Issue
No natural question headings were detected. 2 Q&A structured-data value(s) were not found in visible content.
Details
Why it matters
Answer engines need visible answer passages, clear question and heading structure, entity definitions, evidence, and trust signals. These signals improve extraction and attribution, but they do not guarantee answer-engine citations or search features.
Check name
AEO: Question and answer structure
Score
60/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to extract, answer from, and attribute without promising inclusion in any proprietary answer surface.
Result
AEO: Question and answer structure scored 60/100 and needs improvement.
AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is partially implemented.
4 Warning
AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is partially implemented.
Needs attention
Semantic HTML
Issue
Semantic HTML is incomplete: 8 links are not crawlable; 11 image alt text quality issues.
Details
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
78/100
Status
warning
Category
Content Readiness
Maturity
Established
Goal
Expose readable page structure through semantic HTML and accessible controls.
Result
Semantic HTML is partially implemented.
Validation steps
Links
8 links are missing crawlable href values.
Image text alternatives
11 image alt text issues were found.
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Source and trust signals
GEO: Source and trust signals scored 67/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Source and trust signals
GEO: Source and trust signals scored 67/100 and needs improvement.
Needs attention
GEO: Source and trust signals
Issue
Missing source or trust signals: authorOrOwner, freshnessDate.
Details
Why it matters
Generative answer systems work best with visible, self-contained, evidence-backed content, clear entities, trustworthy attribution, structured page sections, and crawler-accessible HTML. These signals improve machine understanding even though they do not guarantee AI citations.
Check name
GEO: Source and trust signals
Score
67/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute without promising inclusion in any proprietary answer surface.
Result
GEO: Source and trust signals scored 67/100 and needs improvement.
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 50/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 50/100 and needs improvement.
Needs attention
AIO: Source and trust signals
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
Details
Why it matters
Google AI Overviews and AI Mode depend on normal Google Search eligibility, snippet permissions, useful visible content, consistent structured data, trust signals, and page experience basics. These signals help Google understand and preview a page, but they do not guarantee selection.
Check name
AIO: Source and trust signals
Score
50/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible, understandable, and previewable for Google Search AI features without promising inclusion.
Result
AIO: Source and trust signals scored 50/100 and needs improvement.
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience proxy
AIO: Page experience proxy scored 70/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience proxy
AIO: Page experience proxy scored 70/100 and needs improvement.
Needs attention
AIO: Page experience proxy
Issue
28 image(s) are missing width/height attributes. 5 possible modal/interstitial element(s) detected.
Details
Why it matters
Google AI Overviews and AI Mode depend on normal Google Search eligibility, snippet permissions, useful visible content, consistent structured data, trust signals, and page experience basics. These signals help Google understand and preview a page, but they do not guarantee selection.
Check name
AIO: Page experience proxy
Score
70/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible, understandable, and previewable for Google Search AI features without promising inclusion.
Result
AIO: Page experience proxy scored 70/100 and needs improvement.
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Structured data consistency
AIO: Structured data consistency scored 77/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Structured data consistency
AIO: Structured data consistency scored 77/100 and needs improvement.
Needs attention
AIO: Structured data consistency
Issue
5 structured-data value(s) were not found in visible page text.
Details
Why it matters
Google AI Overviews and AI Mode depend on normal Google Search eligibility, snippet permissions, useful visible content, consistent structured data, trust signals, and page experience basics. These signals help Google understand and preview a page, but they do not guarantee selection.
Check name
AIO: Structured data consistency
Score
77/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible, understandable, and previewable for Google Search AI features without promising inclusion.
Result
AIO: Structured data consistency scored 77/100 and needs improvement.
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Structured extraction
GEO: Structured extraction scored 88/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Structured extraction
GEO: Structured extraction scored 88/100 and needs improvement.
Needs attention
GEO: Structured extraction
Issue
Missing or weak extraction signals: summary or key takeaways.
Details
Why it matters
Generative answer systems work best with visible, self-contained, evidence-backed content, clear entities, trustworthy attribution, structured page sections, and crawler-accessible HTML. These signals improve machine understanding even though they do not guarantee AI citations.
Check name
GEO: Structured extraction
Score
88/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute without promising inclusion in any proprietary answer surface.
Result
GEO: Structured extraction scored 88/100 and needs improvement.
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible content clarity
AIO: Visible content clarity scored 89/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible content clarity
AIO: Visible content clarity scored 89/100 and needs improvement.
Needs attention
AIO: Visible content clarity
Issue
7 section(s) may benefit from clearer answer-first openings.
Details
Why it matters
Google AI Overviews and AI Mode depend on normal Google Search eligibility, snippet permissions, useful visible content, consistent structured data, trust signals, and page experience basics. These signals help Google understand and preview a page, but they do not guarantee selection.
Check name
AIO: Visible content clarity
Score
89/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible, understandable, and previewable for Google Search AI features without promising inclusion.
Result
AIO: Visible content clarity scored 89/100 and needs improvement.
AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Informational
AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Needs attention
IndexNow key
Issue
IndexNow key is informational for this page.
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.
Performance and AccessibilityBest PracticesBrowser audit
Uses deprecated APIs
100 Fail
Performance and AccessibilityBest PracticesBrowser audit
Uses deprecated APIs
Check name
Uses deprecated APIs
Score
0/100
Status
fail
Device
desktop
Category
Best Practices
Estimated savings
1 warning found
Fix guidance
Deprecated APIs will eventually be removed from the browser. [Learn more about deprecated APIs](https://developer.chrome.com/docs/lighthouse/best-practices/deprecations/).
Evidence
{
"description": "Deprecated APIs will eventually be removed from the browser. [Learn more about deprecated APIs](https://developer.chrome.com/docs/lighthouse/best-practices/deprecations/).",
"displayValue": "1 warning found"
}SEOSEOBrowser audit
Links are not crawlable
50 Fail
SEOSEOBrowser audit
Links are not crawlable
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
50 Fail
SEOSEOBrowser audit
Links do not have descriptive text
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
{
"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/).",
"displayValue": "1 link found"
}Performance and AccessibilityPerformanceBrowser audit
Font display
25 Fail
Performance and AccessibilityPerformanceBrowser audit
Font display
Check name
Font display
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 70 ms
Fix guidance
Consider setting [font-display](https://developer.chrome.com/docs/performance/insights/font-display) to swap or optional to ensure text is consistently visible. swap can be further optimized to mitigate layout shifts with [font metric overrides](https://developer.chrome.com/blog/font-fallbacks).
References
https://web.dev/learn/performance/Evidence
{
"description": "Consider setting [font-display](https://developer.chrome.com/docs/performance/insights/font-display) to swap or optional to ensure text is consistently visible. swap can be further optimized to mitigate layout shifts with [font metric overrides](https://developer.chrome.com/blog/font-fallbacks).",
"displayValue": "Est savings of 70 ms"
}Performance and AccessibilityPerformanceBrowser audit
Render-blocking requests
25 Fail
Performance and AccessibilityPerformanceBrowser audit
Render-blocking requests
Check name
Render-blocking requests
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 190 ms
Fix guidance
Requests are blocking the page's initial render, which may delay LCP. [Deferring or inlining](https://developer.chrome.com/docs/performance/insights/render-blocking) can move these network requests out of the critical path.
References
https://web.dev/learn/performance/Evidence
{
"description": "Requests are blocking the page's initial render, which may delay LCP. [Deferring or inlining](https://developer.chrome.com/docs/performance/insights/render-blocking) can move these network requests out of the critical path.",
"displayValue": "Est savings of 190 ms"
}Performance and AccessibilityPerformanceBrowser audit
Reduce unused JavaScript
13 Warning
Performance and AccessibilityPerformanceBrowser audit
Reduce unused JavaScript
Check name
Reduce unused JavaScript
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 659 KiB
Fix guidance
Reduce unused JavaScript and defer loading scripts until they are required to decrease bytes consumed by network activity. [Learn how to reduce unused JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unused-javascript/).
References
https://web.dev/learn/performance/Evidence
{
"description": "Reduce unused JavaScript and defer loading scripts until they are required to decrease bytes consumed by network activity. [Learn how to reduce unused JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unused-javascript/).",
"displayValue": "Est savings of 659 KiB",
"numericValue": 0
}Performance and AccessibilityPerformanceBrowser audit
Loading performance
11 Fail
Performance and AccessibilityPerformanceBrowser audit
Loading performance
Check name
Loading performance
Score
55/100
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": "max-potential-fid",
"score": 11,
"title": "Max Potential First Input Delay",
"displayValue": "460 ms",
"numericValue": 463.00000000000045
},
{
"id": "server-response-time",
"score": 100,
"title": "Initial server response time was short",
"displayValue": "Root document took 260 ms",
"numericValue": 257
},
{
"id": "network-rtt",
"score": 100,
"title": "Network Round Trip Times",
"displayValue": "160 ms",
"numericValue": 163.03644
},
{
"id": "first-contentful-paint",
"score": 89,
"title": "First Contentful Paint",
"displayValue": "0.9 s",
"numericValue": 946.1216897157524
},
{
"id": "speed-index",
"score": 35,
"title": "Speed Index",
"displayValue": "2.7 s",
"numericValue": 2698.3709395868163
},
{
"id": "total-blocking-time",
"score": 5,
"title": "Total Blocking Time",
"displayValue": "1,030 ms",
"numericValue": 1033.5
},
{
"id": "largest-contentful-paint",
"score": 68,
"title": "Largest Contentful Paint",
"displayValue": "1.9 s",
"numericValue": 1853.72100098202
},
{
"id": "interactive",
"score": 35,
"title": "Time to Interactive",
"displayValue": "5.4 s",
"numericValue": 5361.652274331491
}
]
}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 |
|---|---|---|---|
| 55/100 | Level 3, Bot-Aware | Current report |