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Jun 10, 2026, 2:52:27 PMJun 10, 2026, 2:52 PM
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63/100
OVERALL SCORE
Level 3, Bot-Aware
Moderate readiness for AI agents
- AI Discoverability 53 out of 100
- Agent Ease of Use 6 out of 100
- Security & Trust 100 out of 100
- GEO, AIO and AEO 77 out of 100
- SEO 85 out of 100
- Performance and Accessibility 74 out of 100
What AI sees of your website
Capgemini - Make it real.
A global leader in consulting, technology services and digital transformation, we offer an array of integrated services combining technology with deep sector expertise.
Next step
Turn this report into a fix workflow
18 failed checks are ready to move into MCP or CLI remediation. Generate a repair prompt, connect the scanner to your coding agent, or open the integration docs before your next rescan.
| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 53 | Needs work | 11 | 12 | 1 | View details |
| Discoverability | 83 | Mostly ready | 6 | 3 | 0 | View details |
| Content Readiness | 63 | Needs work | 5 | 5 | 1 | View details |
| Bot Access Control | 0 | Priority fix | 0 | 4 | 0 | View details |
| Agent Ease of Use | 6 | Priority fix | 15 | 22 | 3 | View details |
| API | 0 | Priority fix | 0 | 6 | 0 | View details |
| Auth | Not Applicable | Not Applicable | 11 | 0 | 0 | |
| 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 | 77 | Mostly ready | 4 | 0 | 15 | |
| GEO Readiness | 83 | Mostly ready | 1 | 0 | 4 | |
| AIO Readiness | 79 | Mostly ready | 2 | 0 | 5 | |
| AEO Readiness | 70 | Needs work | 1 | 0 | 6 | |
| SEO | 85 | Mostly ready | 9 | 2 | 0 | View details |
| SEO | 85 | Mostly ready | 9 | 2 | 0 | View details |
| Security & Trust | 100 | Strong | 9 | 0 | 0 | |
| Security & Trust | 100 | Strong | 5 | 0 | 0 | |
| AI Training Exposure | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| Performance and Accessibility | 74 | Needs work | 21 | 4 | 2 | View details |
| Performance | 63 | Needs work | 14 | 3 | 2 | View details |
| Accessibility | 93 | Strong | 7 | 1 | 0 | View details |
Prioritized recommendations
Issues ranked by score impact
42 items need attention
AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
100 Fail
AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
100 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": [
{
"url": "https://www.capgemini.com/wp-json/",
"rel": "https://api.w.org/",
"type": "application/json"
}
]
},
"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
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>\n<html lang=\"en-US\">\n<head>\n\t<meta charset=\"UTF-8\" />\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" />\n<meta name='robots' content='noindex, follow' />\n<style>\n .hero-image {\n position: relative;\n width: 100%;\n height: auto;\n }\n\n .hero-image img {\n width: 100%;\n height: 100%;\n object-fit: cover;\n }\n </style>\t\t<script src=\"https://consent.trustarc.com/autoblockasset/core.min.js?domain=cm-capgemini.com\"></script>\n\t\t<script src=\"https://consent.trustarc.com/autoblockoptout?domain=cm-capgemini.com\"></script>\n\n\t\t<script>\n\t\t(function(){\n\t\t\t'use strict';\n\n\t\t\tvar NOTICE_SEL = 'script[src*=\"consent.truste.com/notice\"],script[src*=\"consent.trustarc.com/n"
},
"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."
}
]
}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
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.
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
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.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Find valid OpenAPI document",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/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-US\">\n<head>\n\t<meta charset=\"UTF-8\" />\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" />\n<meta name='robots' content='noindex, follow' />\n<style>\n .hero-image {\n position: relative;\n width: 100%;\n height: auto;\n }\n\n .hero-image img {\n width: 100%;\n height: 100%;\n object-fit: cover;\n }\n </style>\t\t<script src=\"https://consent.trustarc.com/autoblockasset/core.min.js?domain=cm-capgemini.com\"></script>\n\t\t<script src=\"https://consent.trustarc.com/autoblockoptout?domain=cm-capgemini.com\"></script>\n\n\t\t<script>\n\t\t(function(){\n\t\t\t'use strict';\n\n\t\t\tvar NOTICE_SEL = 'script[src*=\"consent.truste.com/notice\"],script[src*=\"consent.trustarc.com/n"
},
{
"path": "/openapi.yaml",
"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-US\">\n<head>\n\t<meta charset=\"UTF-8\" />\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" />\n<meta name='robots' content='noindex, follow' />\n<style>\n .hero-image {\n position: relative;\n width: 100%;\n height: auto;\n }\n\n .hero-image img {\n width: 100%;\n height: 100%;\n object-fit: cover;\n }\n </style>\t\t<script src=\"https://consent.trustarc.com/autoblockasset/core.min.js?domain=cm-capgemini.com\"></script>\n\t\t<script src=\"https://consent.trustarc.com/autoblockoptout?domain=cm-capgemini.com\"></script>\n\n\t\t<script>\n\t\t(function(){\n\t\t\t'use strict';\n\n\t\t\tvar NOTICE_SEL = 'script[src*=\"consent.truste.com/notice\"],script[src*=\"consent.trustarc.com/n"
},
{
"path": "/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-US\">\n<head>\n\t<meta charset=\"UTF-8\" />\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" />\n<meta name='robots' content='noindex, follow' />\n<style>\n .hero-image {\n position: relative;\n width: 100%;\n height: auto;\n }\n\n .hero-image img {\n width: 100%;\n height: 100%;\n object-fit: cover;\n }\n </style>\t\t<script src=\"https://consent.trustarc.com/autoblockasset/core.min.js?domain=cm-capgemini.com\"></script>\n\t\t<script src=\"https://consent.trustarc.com/autoblockoptout?domain=cm-capgemini.com\"></script>\n\n\t\t<script>\n\t\t(function(){\n\t\t\t'use strict';\n\n\t\t\tvar NOTICE_SEL = 'script[src*=\"consent.truste.com/notice\"],script[src*=\"consent.trustarc.com/n"
},
{
"path": "/swagger.yaml",
"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-US\">\n<head>\n\t<meta charset=\"UTF-8\" />\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" />\n<meta name='robots' content='noindex, follow' />\n<style>\n .hero-image {\n position: relative;\n width: 100%;\n height: auto;\n }\n\n .hero-image img {\n width: 100%;\n height: 100%;\n object-fit: cover;\n }\n </style>\t\t<script src=\"https://consent.trustarc.com/autoblockasset/core.min.js?domain=cm-capgemini.com\"></script>\n\t\t<script src=\"https://consent.trustarc.com/autoblockoptout?domain=cm-capgemini.com\"></script>\n\n\t\t<script>\n\t\t(function(){\n\t\t\t'use strict';\n\n\t\t\tvar NOTICE_SEL = 'script[src*=\"consent.truste.com/notice\"],script[src*=\"consent.trustarc.com/n"
},
{
"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-US\">\n<head>\n\t<meta charset=\"UTF-8\" />\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" />\n<meta name='robots' content='noindex, follow' />\n<style>\n .hero-image {\n position: relative;\n width: 100%;\n height: auto;\n }\n\n .hero-image img {\n width: 100%;\n height: 100%;\n object-fit: cover;\n }\n </style>\t\t<script src=\"https://consent.trustarc.com/autoblockasset/core.min.js?domain=cm-capgemini.com\"></script>\n\t\t<script src=\"https://consent.trustarc.com/autoblockoptout?domain=cm-capgemini.com\"></script>\n\n\t\t<script>\n\t\t(function(){\n\t\t\t'use strict';\n\n\t\t\tvar NOTICE_SEL = 'script[src*=\"consent.truste.com/notice\"],script[src*=\"consent.trustarc.com/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-US\">\n<head>\n\t<meta charset=\"UTF-8\" />\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" />\n<meta name='robots' content='noindex, follow' />\n<style>\n .hero-image {\n position: relative;\n width: 100%;\n height: auto;\n }\n\n .hero-image img {\n width: 100%;\n height: 100%;\n object-fit: cover;\n }\n </style>\t\t<script src=\"https://consent.trustarc.com/autoblockasset/core.min.js?domain=cm-capgemini.com\"></script>\n\t\t<script src=\"https://consent.trustarc.com/autoblockoptout?domain=cm-capgemini.com\"></script>\n\n\t\t<script>\n\t\t(function(){\n\t\t\t'use strict';\n\n\t\t\tvar NOTICE_SEL = 'script[src*=\"consent.truste.com/notice\"],script[src*=\"consent.trustarc.com/n"
},
{
"path": "/docs/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-US\">\n<head>\n\t<meta charset=\"UTF-8\" />\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" />\n<meta name='robots' content='noindex, follow' />\n<style>\n .hero-image {\n position: relative;\n width: 100%;\n height: auto;\n }\n\n .hero-image img {\n width: 100%;\n height: 100%;\n object-fit: cover;\n }\n </style>\t\t<script src=\"https://consent.trustarc.com/autoblockasset/core.min.js?domain=cm-capgemini.com\"></script>\n\t\t<script src=\"https://consent.trustarc.com/autoblockoptout?domain=cm-capgemini.com\"></script>\n\n\t\t<script>\n\t\t(function(){\n\t\t\t'use strict';\n\n\t\t\tvar NOTICE_SEL = 'script[src*=\"consent.truste.com/notice\"],script[src*=\"consent.trustarc.com/n"
}
]
},
"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.",
"howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
}
]
}AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
33 Fail
AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
33 Fail
Needs attention
AI bot rules in robots.txt
01
Issue
No specific User-agent rules found for major AI crawlers (GPTBot, ClaudeBot, etc.) in robots.txt.
02
Why it matters
Explicit AI bot rules reduce ambiguity for crawler operators and make training, indexing, or retrieval access policy auditable.
Check name
AI bot rules in robots.txt
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Established
Goal
Add User-agent rules for AI crawlers like GPTBot, Claude-Web, and others.
Result
AI bot rules in robots.txt is missing or incomplete.
Evidence
{
"expectedBots": [
"GPTBot",
"ChatGPT-User",
"ClaudeBot",
"Claude-Web",
"Anthropic-AI",
"Google-Extended",
"PerplexityBot",
"CCBot",
"Applebot-Extended",
"Meta-ExternalAgent",
"Bytespider",
"Amazonbot",
"Cohere-AI"
],
"configuredBots": []
}AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
33 Fail
AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
33 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 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": 27918,
"excerpt": "<!DOCTYPE html>\n<html lang=\"en-US\">\n<head>\n\t<meta charset=\"UTF-8\" />\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" />\n<meta name='robots' content='index, follow, max-image-preview:large, max-snippet:-1, max-video-prev",
"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: 4 links missing accessible names; 1/3 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": true,
"nav": true,
"footer": true,
"meaningfulH1": true,
"headingOrder": true,
"accessibleLinks": false,
"accessibleButtons": true,
"imageAltCoverage": true,
"formAutocompleteCoverage": false,
"details": {
"inaccessibleLinks": [
"<a href=\"https://www.capgemini.com/insights/research-library/technovision-2026-guide-for-ctos-and-cios/\"><br></a>",
"<a href=\"https://www.linkedin.com/shareArticle?url=https://www.capgemini.com/insights/research-library/technovision-2026-guide-for-ctos-and-cios/\" target=\"_blank\" rel=\"noreferrer noopener\"></a>",
"<a href=\"https://www.capgemini.com/insights/research-library/harnessing-ai-to-unlock-the-power-of-data-for-business-success/\"></a>",
"<a href=\"https://www.capgemini.com/insights/research-library/can-ai-be-sustainable/\"></a>"
],
"inaccessibleButtons": [],
"missingAutocompleteInputs": [
"<input id=\"search-location-input_mobile\" type=\"text\" aria-label=\"location\" name=\"location\" placeholder=\"Search location…\">",
"<input id=\"search-location-input\" type=\"text\" aria-label=\"location\" name=\"location\" placeholder=\"Search location…\">"
],
"imagesMissingAlt": [],
"skippedHeadingLevels": []
},
"counts": {
"h1": 1,
"headings": 33,
"links": 385,
"inaccessibleLinks": 4,
"buttons": 38,
"inaccessibleButtons": 0,
"images": 143,
"imagesWithAlt": 143,
"autocompleteInputs": 3,
"inputsWithAutocomplete": 1,
"missingAutocompleteInputs": 2
}
}AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
33 Fail
AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
33 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": 206800
}
]
},
"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."
}
]
}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": 207478
},
{
"path": "/.well-known/mcp/server-cards.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 207480
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 206748
}
]
},
"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",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 206724
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 206748
},
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 207478
}
]
},
"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": 206754
},
{
"path": "/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 206730
},
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 206724
}
]
},
"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": 206762
},
{
"path": "/.well-known/a2a/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 207476
},
{
"path": "/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 206738
}
]
},
"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": 207484
},
{
"path": "/.well-known/skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 207472
}
]
},
"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": 206752
},
{
"path": "/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 206728
}
]
},
"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": 206754
},
{
"path": "/agents.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 206730
}
]
},
"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."
}
]
}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.capgemini.com",
"probes": [
{
"name": "_index._agents.www.capgemini.com",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
},
{
"name": "_a2a._agents.www.capgemini.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.capgemini.com",
"dnssecTypes": [],
"dnssecRecordCount": 0
},
{
"name": "capgemini.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 tool-param-description.<input name="location"> is missing tool-param-description.<input name="location"> is missing tool-param-description.<input> is missing a name attribute.<input> is missing tool-param-description.<input name="s"> 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": 1,
"formsWithTags": 0,
"totalInteractive": 427,
"interactiveWithTags": 0,
"totalCount": 428,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input name=\"location\"> is missing tool-param-description.",
"<input name=\"location\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input name=\"s\"> 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": 7,
"issues": [
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input name=\"location\"> is missing tool-param-description.",
"<input name=\"location\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input name=\"s\"> 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 tool-param-description."
},
{
"type": "code",
"value": "<input name=\"location\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"location\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"s\"> 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": 1,
"formsWithTags": 0,
"totalInteractive": 427,
"interactiveWithTags": 0,
"totalCount": 428,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input name=\"location\"> is missing tool-param-description.",
"<input name=\"location\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input name=\"s\"> 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": 1,
"formsWithTags": 0,
"totalInteractive": 427,
"interactiveWithTags": 0,
"totalCount": 428,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input name=\"location\"> is missing tool-param-description.",
"<input name=\"location\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input name=\"s\"> is missing tool-param-description."
]
},
"browserWebMcp": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
}AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is partially implemented.
8 Warning
AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is partially implemented.
8 Warning
Needs attention
Content freshness signals
01
Issue
Content freshness signals are incomplete: missing Last-Modified HTTP header.
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
75/100
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": [
"2026-06-09T09:47:00+00:00",
"2025-05-14T06:22:21+00:00",
"2026-06-09T09:47:00+00:00",
"2025-05-14T06:22:21+00:00"
],
"metaDateCount": 1,
"timeDateCount": 0
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 50/100 and needs improvement.
5 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 50/100 and needs improvement.
5 Warning
Needs attention
AIO: Visible structured data match
01
Issue
10 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
50/100
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 50/100 and needs improvement.
Evidence
{
"schemaCount": 8,
"checkedFields": [
{
"path": "$[0].@graph[0].author.name",
"value": "translator0misc"
},
{
"path": "$[0].@graph[0].headline",
"value": "Capgemini – home page – Make it real"
},
{
"path": "$[0].@graph[1].name",
"value": "Capgemini - Make it real."
},
{
"path": "$[0].@graph[1].description",
"value": "A global leader in consulting, technology services and digital transformation, we offer an array of integrated services combining technology with deep sector expertise."
},
{
"path": "$[0].@graph[3].itemListElement[0].name",
"value": "Home"
},
{
"path": "$[0].@graph[4].name",
"value": "Capgemini"
},
{
"path": "$[0].@graph[4].description",
"value": "Capgemini"
},
{
"path": "$[0].@graph[5].name",
"value": "Capgemini"
},
{
"path": "$[0].@graph[5].description",
"value": "Businesses everywhere are transforming. AI and cutting-edge technologies have created a groundswell of opportunities, new sources of long-term value and resilience. Capgemini is at the heart of this new technology revolution, partnering with clients in every sector to deliver real, sustainable transformation at scale. Collaborating across multiple business and tech ecosystems, our team of 420,000 experts in more than 50 countries unleashes human energy through technology and AI for an inclusive and sustainable future. Fostering agility, leveraging creativity, and maximizing competitiveness, Capgemini is the partner of choice for the businesses and organizations of tomorrow, helping our clients unlock the value of technology that will define their success in the decades to come."
},
{
"path": "$[0].@graph[6].name",
"value": "translator0misc"
},
{
"path": "$[1].author.name",
"value": "translator0misc"
},
{
"path": "$[1].headline",
"value": "Capgemini – home page – Make it real"
},
{
"path": "$[2].name",
"value": "Capgemini - Make it real."
},
{
"path": "$[2].description",
"value": "A global leader in consulting, technology services and digital transformation, we offer an array of integrated services combining technology with deep sector expertise."
},
{
"path": "$[4].itemListElement[0].name",
"value": "Home"
},
{
"path": "$[5].name",
"value": "Capgemini"
},
{
"path": "$[5].description",
"value": "Capgemini"
},
{
"path": "$[6].name",
"value": "Capgemini"
},
{
"path": "$[6].description",
"value": "Businesses everywhere are transforming. AI and cutting-edge technologies have created a groundswell of opportunities, new sources of long-term value and resilience. Capgemini is at the heart of this new technology revolution, partnering with clients in every sector to deliver real, sustainable transformation at scale. Collaborating across multiple business and tech ecosystems, our team of 420,000 experts in more than 50 countries unleashes human energy through technology and AI for an inclusive and sustainable future. Fostering agility, leveraging creativity, and maximizing competitiveness, Capgemini is the partner of choice for the businesses and organizations of tomorrow, helping our clients unlock the value of technology that will define their success in the decades to come."
},
{
"path": "$[7].name",
"value": "translator0misc"
}
],
"mismatches": [
{
"path": "$[0].@graph[0].author.name",
"value": "translator0misc"
},
{
"path": "$[0].@graph[0].headline",
"value": "Capgemini – home page – Make it real"
},
{
"path": "$[0].@graph[3].itemListElement[0].name",
"value": "Home"
},
{
"path": "$[0].@graph[5].description",
"value": "Businesses everywhere are transforming. AI and cutting-edge technologies have created a groundswell of opportunities, new sources of long-term value and resilience. Capgemini is at the heart of this new technology revolution, partnering with clients in every sector to deliver real, sustainable transformation at scale. Collaborating across multiple business and tech ecosystems, our team of 420,000 experts in more than 50 countries unleashes human energy through technology and AI for an inclusive and sustainable future. Fostering agility, leveraging creativity, and maximizing competitiveness, Capgemini is the partner of choice for the businesses and organizations of tomorrow, helping our clients unlock the value of technology that will define their success in the decades to come."
},
{
"path": "$[0].@graph[6].name",
"value": "translator0misc"
},
{
"path": "$[1].author.name",
"value": "translator0misc"
},
{
"path": "$[1].headline",
"value": "Capgemini – home page – Make it real"
},
{
"path": "$[4].itemListElement[0].name",
"value": "Home"
},
{
"path": "$[6].description",
"value": "Businesses everywhere are transforming. AI and cutting-edge technologies have created a groundswell of opportunities, new sources of long-term value and resilience. Capgemini is at the heart of this new technology revolution, partnering with clients in every sector to deliver real, sustainable transformation at scale. Collaborating across multiple business and tech ecosystems, our team of 420,000 experts in more than 50 countries unleashes human energy through technology and AI for an inclusive and sustainable future. Fostering agility, leveraging creativity, and maximizing competitiveness, Capgemini is the partner of choice for the businesses and organizations of tomorrow, helping our clients unlock the value of technology that will define their success in the decades to come."
},
{
"path": "$[7].name",
"value": "translator0misc"
}
],
"score": 50,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 70/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 70/100 and needs improvement.
4 Warning
Needs attention
GEO: Entity clarity
01
Issue
Title/H1 terms missing from description: capgemini, make, real, conversations, tomorrow, ceo, corner.
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
70/100
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 70/100 and needs improvement.
Evidence
{
"title": "Capgemini - Make it real.",
"h1": "Conversations for Tomorrow: The CEO Corner",
"description": "A global leader in consulting, technology services and digital transformation, we offer an array of integrated services combining technology with deep sector expertise.",
"topicOverlap": 0,
"topicTerms": [
"capgemini",
"make",
"real",
"conversations",
"tomorrow",
"ceo",
"corner"
],
"descriptionTerms": [
"global",
"leader",
"consulting",
"technology",
"services",
"digital",
"transformation",
"offer",
"array",
"integrated",
"combining",
"deep",
"sector",
"expertise"
],
"missingFromDescription": [
"capgemini",
"make",
"real",
"conversations",
"tomorrow",
"ceo",
"corner"
],
"score": 70,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
4 Warning
Needs attention
AEO: Answer-first sections
01
Issue
27 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": 27,
"passing": 0,
"failing": [
{
"heading": "Highlights",
"headingHtml": "<h2 class=\"learnmore-heading\">Highlights</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "2026 Capital Markets Day",
"headingHtml": "<h3 class=\"titleWithoutLink_learnMore\">2026 Capital Markets Day</h3>",
"firstParagraph": "Capgemini poised to capture the full value of the Agentic AI revolution",
"paragraphHtml": "<p class=\"box-desc\">Capgemini poised to capture the full value of the Agentic AI revolution</p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "World Wealth Report",
"headingHtml": "<h3 class=\"titleWithoutLink_learnMore\">World Wealth Report</h3>",
"firstParagraph": "Wealth.AI: Unlocking personalization through augmented intelligence",
"paragraphHtml": "<p class=\"box-desc\">Wealth.AI: Unlocking personalization through augmented intelligence<br><a href=\"https://www.capgemini.com/insights/research-library/harnessing-ai-to-unlock-the-power-of-data-for-business-success/\"></a></p>",
"words": 7,
"direct": false,
"issue": "First paragraph is 7 words and does not look like a concise direct answer."
},
{
"heading": "The code for careers in tech",
"headingHtml": "<h3 class=\"titleWithoutLink_learnMore\">The code for careers in tech</h3>",
"firstParagraph": "Job‑ready tech skills for a more inclusive future",
"paragraphHtml": "<p class=\"box-desc\">Job‑ready tech skills for a more inclusive future<br><a href=\"https://www.capgemini.com/insights/research-library/can-ai-be-sustainable/\"></a></p>",
"words": 9,
"direct": false,
"issue": "First paragraph is 9 words and does not look like a concise direct answer."
},
{
"heading": "We deliver real value",
"headingHtml": "<h3 class=\"Video-title\" data-maxlength=\"34\">We deliver real value</h3>",
"firstParagraph": "through our people-centric approach and unique human-AI chemistry",
"paragraphHtml": "<p data-maxlength=\"68\">through our people-centric approach and unique human-AI chemistry</p>",
"words": 8,
"direct": false,
"issue": "First paragraph is 8 words and does not look like a concise direct answer."
},
{
"heading": "Latest insights",
"headingHtml": "<h2 class=\"latest-insight-title\">Latest insights</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "TechnoVision 2026 guide for CTOs and CIOs",
"headingHtml": "<h3 class=\"card-title\">TechnoVision 2026 guide for CTOs and CIOs</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Owning the network: Why sovereignty is the next frontier for telecoms",
"headingHtml": "<h3 class=\"card-title\">Owning the network: Why sovereignty is the next frontier for telecoms</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Reindustrialization of Europe and US 2026",
"headingHtml": "<h3 class=\"card-title\">Reindustrialization of Europe and US 2026</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Recent client stories",
"headingHtml": "<h2 class=\"clientblock-title\">Recent client stories</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Electrogenics Labs improves patient care in radiation therapy with MOSkin™",
"headingHtml": "<h3 class=\"client-subtitle\">Electrogenics Labs improves patient care in radiation therapy with MOSkin™</h3>",
"firstParagraph": "Capgemini supports the development of the MOSkin™ integrated system to ensure accurate radiation dose verification",
"paragraphHtml": "<p>Capgemini supports the development of the MOSkin™ integrated system to ensure accurate radiation dose verification</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Charging Solar Team Twente with fresh energy and a new direction",
"headingHtml": "<h3 class=\"client-subtitle\">Charging Solar Team Twente with fresh energy and a new direction</h3>",
"firstParagraph": "When success reaches its limits, a bold new direction reignites the future",
"paragraphHtml": "<p>When success reaches its limits, a bold new direction reignites the future</p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "Pininfarina creates a Virtual Twin of its custom vehicles with Capgemini and Dassault Systèmes",
"headingHtml": "<h3 class=\"client-subtitle\">Pininfarina creates a Virtual Twin of its custom vehicles with Capgemini and Dassault Systèmes</h3>",
"firstParagraph": "With the support of Capgemini, the company has extended its use of Dassault Systèmes’ 3DEXPERIENCE platform by integrating 3D representation, manufacturing processes, and ERP systems throughout the product lifecycle",
"paragraphHtml": "<p>With the support of Capgemini, the company has extended its use of Dassault Systèmes’ 3DEXPERIENCE platform by integrating 3D representation, manufacturing processes, and ERP systems throughout the product lifecycle</p>",
"words": 30,
"direct": false,
"issue": "First paragraph is 30 words and does not look like a concise direct answer."
},
{
"heading": "Latest news",
"headingHtml": "<h2 class=\"news-heading\">Latest news</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Global millionaire population jumps by nearly 2 million in 2025, driven by strong stock market performance worldwide",
"headingHtml": "<h3 class=\"news-subtitle\">Global millionaire population jumps by nearly 2 million in 2025, driven by strong stock market performance worldwide</h3>",
"firstParagraph": "The 30th edition of the Capgemini Research Institute’s World Wealth Report 2026, published today, found an 8.7% increase in global high-net-worth individual[1] (HNWI) wealth in 2025, reaching a record USD 98.3 trillion — the largest single-year increase since 2018.",
"paragraphHtml": "<p>The 30th edition of the Capgemini Research Institute’s World Wealth Report 2026, published today, found an 8.7% increase in global high-net-worth individual[1] (HNWI) wealth in 2025, reaching a record USD 98.3 trillion —  the largest single-year increase since 2018. </p>",
"words": 42,
"direct": false,
"issue": "First paragraph is 42 words and does not look like a concise direct answer."
},
{
"heading": "Syensqo selects Syniti, part of Capgemini, for multi-year data transformation to unify global operations",
"headingHtml": "<h3 class=\"news-subtitle\">Syensqo selects Syniti, part of Capgemini, for multi-year data transformation to unify global operations</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Capgemini, NiCE and Route 101 to meet evolving needs of UK citizens",
"headingHtml": "<h3 class=\"news-subtitle\">Capgemini, NiCE and Route 101 to meet evolving needs of UK citizens</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "2026 Capital Markets Day: Capgemini poised to capture the full value of the Agentic AI revolution",
"headingHtml": "<h3 class=\"news-subtitle\">2026 Capital Markets Day: Capgemini poised to capture the full value of the Agentic AI revolution</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Inside stories",
"headingHtml": "<h2 class=\"story-heading\">Inside stories</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "The future of solar-powered mobility",
"headingHtml": "<h3 class=\"story-subtitle\">The future of solar-powered mobility</h3>",
"firstParagraph": "Developing the sun-fueled transport of tomorrow",
"paragraphHtml": "<p>Developing the sun-fueled transport of tomorrow<br></p>",
"words": 6,
"direct": false,
"issue": "First paragraph is 6 words and does not look like a concise direct answer."
},
{
"heading": "DNA analysis for wildlife conservation",
"headingHtml": "<h3 class=\"story-subtitle\">DNA analysis for wildlife conservation</h3>",
"firstParagraph": "Helping conversationists conduct genetic analysis in the field to protect vulnerable species",
"paragraphHtml": "<p>Helping conversationists conduct genetic analysis in the field to protect vulnerable species<br></p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "Protecting water quality in reservoirs with AI",
"headingHtml": "<h3 class=\"story-subtitle\">Protecting water quality in reservoirs with AI</h3>",
"firstParagraph": "An early detection system to monitor and remove harmful algal blooms",
"paragraphHtml": "<p>An early detection system to monitor and remove harmful algal blooms<br></p>",
"words": 11,
"direct": false,
"issue": "First paragraph is 11 words and does not look like a concise direct answer."
},
{
"heading": "Discover our 2025 Integrated Annual Report",
"headingHtml": "<h3 class=\"explore-header\" data-maxlength=\"68\" title=\"Discover our 2025 Integrated Annual Report\"> Discover our 2025 Integrated Annual Report </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Transforming sports",
"headingHtml": "<h3 class=\"explore-header\" data-maxlength=\"68\" title=\"Transforming sports\"> Transforming sports </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Capgemini Research Institute",
"headingHtml": "<h3 class=\"explore-header\" data-maxlength=\"68\" title=\"Capgemini Research Institute\"> Capgemini Research Institute </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Capgemini Invent",
"headingHtml": "<h3 class=\"explore-header\" data-maxlength=\"34\" title=\"Capgemini Invent\"> Capgemini Invent </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Capgemini Engineering",
"headingHtml": "<h3 class=\"explore-header\" data-maxlength=\"34\" title=\"Capgemini Engineering\"> Capgemini Engineering </h3>",
"firstParagraph": "Our brands:",
"paragraphHtml": "<p tabindex=\"0\" aria-label=\"Our brands:\">Our brands:</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 50/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 50/100 and needs improvement.
3 Warning
Needs attention
AEO: Question-led structure
01
Issue
No question-led h2 sections or FAQ pattern was detected.
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: Question-led structure
Score
50/100
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: Question-led structure scored 50/100 and needs improvement.
Evidence
{
"h2Count": 5,
"questionH2s": [],
"hasFaq": false,
"score": 50,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
2 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": 31,
"heading": "H3: Global millionaire population jumps by nearly 2 million in 2025, driven by strong stock market performance worldwide",
"text": "The 30th edition of the Capgemini Research Institute’s World Wealth Report 2026, published today, found an 8.7% increase in global high-net-worth individual[1] (HNWI) wealth in 2025, reaching a record USD 98.3 trillion — the largest single-year increase since 2018.",
"words": 42,
"hasEvidence": true,
"reasons": [
"Too short for a citation-ready passage (42 words; target 80-220)."
],
"html": "<p>The 30th edition of the Capgemini Research Institute’s World Wealth Report 2026, published today, found an 8.7% increase in global high-net-worth individual[1] (HNWI) wealth in 2025, reaching a record USD 98.3 trillion —  the largest single-year increase since 2018. </p>"
}
],
"citableParagraphs": [],
"score": 75,
"weight": 18
}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: publisher.
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": true,
"publisher": false,
"freshnessDate": true,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"publisher"
],
"authorMeta": "",
"schemaAuthors": [
"translator0misc"
],
"schemaPublishers": [],
"schemaDates": [
"2025-05-14T06:22:21+00:00",
"2026-06-09T09:47:00+00:00"
],
"visibleDates": [],
"aboutLinks": [
{
"href": "https://www.capgemini.com/about-us/",
"text": "About us",
"html": "<a href=\"https://www.capgemini.com/about-us/\"><span>About us</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/",
"text": "About us",
"html": "<a href=\"https://www.capgemini.com/about-us/\">About us</a>"
},
{
"href": "https://www.capgemini.com/about-us/",
"text": "Learn more",
"html": "<a aria-label=\"About us learn more\" class=\"more4\" href=\"https://www.capgemini.com/about-us/\">Learn more</a>"
},
{
"href": "https://www.capgemini.com/about-us/who-we-are/",
"text": "Who we are",
"html": "<a href=\"https://www.capgemini.com/about-us/who-we-are/\"><span>Who we are</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/who-we-are/",
"text": "Who we are",
"html": "<a href=\"https://www.capgemini.com/about-us/who-we-are/\"><span>Who we are</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/who-we-are/what-we-do/",
"text": "What we do",
"html": "<a href=\"https://www.capgemini.com/about-us/who-we-are/what-we-do/\"><span>What we do</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/who-we-are/the-way-we-work/",
"text": "The way we work",
"html": "<a href=\"https://www.capgemini.com/about-us/who-we-are/the-way-we-work/\"><span>The way we work</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/who-we-are/innovation-ecosystem/",
"text": "Our innovation ecosystem",
"html": "<a href=\"https://www.capgemini.com/about-us/who-we-are/innovation-ecosystem/\"><span>Our innovation ecosystem</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/who-we-are/values-and-ethics/",
"text": "Values and Ethics",
"html": "<a href=\"https://www.capgemini.com/about-us/who-we-are/values-and-ethics/\"><span>Values and Ethics</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/who-we-are/our-brands/",
"text": "Our brands",
"html": "<a href=\"https://www.capgemini.com/about-us/who-we-are/our-brands/\"><span>Our brands</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/management-and-governance/",
"text": "Management and governance",
"html": "<a href=\"https://www.capgemini.com/about-us/management-and-governance/\"><span>Management and governance</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/management-and-governance/",
"text": "Management and governance",
"html": "<a href=\"https://www.capgemini.com/about-us/management-and-governance/\"><span>Management and governance</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/management-and-governance/board-of-directors/",
"text": "Board of Directors",
"html": "<a href=\"https://www.capgemini.com/about-us/management-and-governance/board-of-directors/\"><span>Board of Directors</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/management-and-governance/management-team/",
"text": "Executive committee",
"html": "<a href=\"https://www.capgemini.com/about-us/management-and-governance/management-team/\"><span>Executive committee</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/management-and-governance/responsible-business/",
"text": "Responsible business",
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"text": "Policies",
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"text": "Environment, Social & Governance",
"html": "<a href=\"https://www.capgemini.com/about-us/approach-to-esg/\"><span>Environment, Social & Governance</span></a>"
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"href": "https://www.capgemini.com/about-us/csr/",
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"text": "Digital inclusion",
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},
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"href": "https://www.capgemini.com/about-us/csr/diversity-and-inclusion/",
"text": "Diversity and inclusion",
"html": "<a href=\"https://www.capgemini.com/about-us/csr/diversity-and-inclusion/\"><span>Diversity and inclusion</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/csr/environmental-sustainability/",
"text": "Environmental sustainability",
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{
"href": "https://www.capgemini.com/about-us/csr/csr-partnerships/",
"text": "Partnerships",
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},
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"href": "https://www.capgemini.com/about-us/csr/tech4positive-futures/",
"text": "Tech4Positive Futures",
"html": "<a href=\"https://www.capgemini.com/about-us/csr/tech4positive-futures/\"><span>Tech4Positive Futures</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/transforming-sports/",
"text": "Transforming sports",
"html": "<a href=\"https://www.capgemini.com/about-us/transforming-sports/\"><span>Transforming sports</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/transforming-sports/",
"text": "Transforming sports",
"html": "<a href=\"https://www.capgemini.com/about-us/transforming-sports/\"><span>Transforming sports</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/transforming-sports/peugeot-sport/",
"text": "Peugeot Sport",
"html": "<a href=\"https://www.capgemini.com/about-us/transforming-sports/peugeot-sport/\"><span>Peugeot Sport</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/transforming-sports/rugby/",
"text": "Rugby",
"html": "<a href=\"https://www.capgemini.com/about-us/transforming-sports/rugby/\"><span>Rugby</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/transforming-sports/ryder-cup/",
"text": "Ryder Cup",
"html": "<a href=\"https://www.capgemini.com/about-us/transforming-sports/ryder-cup/\"><span>Ryder Cup</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/transforming-sports/tour-de-france/",
"text": "Tour de France",
"html": "<a href=\"https://www.capgemini.com/about-us/transforming-sports/tour-de-france/\"><span>Tour de France</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/transforming-sports/the-americas-cup/",
"text": "The 37th America’s Cup",
"html": "<a href=\"https://www.capgemini.com/about-us/transforming-sports/the-americas-cup/\"><span>The 37th America’s Cup</span></a>"
},
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"text": "Technology partners",
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"html": "<a href=\"/about-us/who-we-are/our-brands/\">Explore our brands</a>"
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"href": "/about-us/technology-partners/",
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"text": "Explore our brands",
"html": "<a href=\"/about-us/who-we-are/our-brands/\">Explore our brands</a>"
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"href": "/about-us/technology-partners/",
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"html": "<a href=\"/about-us/technology-partners/\">Explore our technology partners</a>"
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"html": "<a href=\"https://www.capgemini.com/about-us/who-we-are/our-brands/\">Explore careers with our brands</a>"
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{
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"text": "",
"html": "<a href=\"https://www.capgemini.com/about-us/who-we-are/our-brands/frog/\" target=\"_blank\"><img decoding=\"async\" loading=\"lazy\" src=\"https://www.capgemini.com/wp-content/themes/capgemini2025/assets/images/logo-frogdesign-s-black.svg\" alt=\"Frog Design\" class=\"frogdesignLogoFooter logo-light\" style=\"margin-right: 0.4rem\"><img decoding=\"async\" loading=\"lazy\" src=\"https://www.capgemini.com/wp-content/themes/capgemini2025/assets/images/Frog_logo_white.svg\" alt=\"Frog Design\" class=\"frogdesignLogoFoot..."
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"text": "",
"html": "<a href=\"https://www.capgemini.com/about-us/who-we-are/our-brands/sogeti/\" target=\"_blank\"><img decoding=\"async\" loading=\"lazy\" src=\"https://www.capgemini.com/wp-content/themes/capgemini2025/assets/images/Logo_Sogeti.svg\" alt=\"Sogeti\" class=\"capgeminiSogetiLogoFooter logo-light\" style=\"margin-right: 0.4rem\"><img decoding=\"async\" loading=\"lazy\" src=\"https://www.capgemini.com/wp-content/themes/capgemini2025/assets/images/Logo_Sogeti_white.svg\" alt=\"Sogeti\" class=\"capgeminiSogetiLogoFooter logo-..."
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"html": "<a aria-label=\"About us Learn more link\" class=\"more2\" href=\"https://www.capgemini.com/about-us/\">Learn more</a>"
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"href": "https://www.capgemini.com/about-us/who-we-are/",
"text": "Who we are",
"html": "<a aria-label=\"Who we are menu\" href=\"https://www.capgemini.com/about-us/who-we-are/\"><span><span>Who we are</span></span></a>"
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"text": "What we do",
"html": "<a aria-label=\"What we do menu\" href=\"https://www.capgemini.com/about-us/who-we-are/what-we-do/\"><span><span>What we do</span></span></a>"
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"text": "The way we work",
"html": "<a aria-label=\"The way we work menu\" href=\"https://www.capgemini.com/about-us/who-we-are/the-way-we-work/\"><span><span>The way we work</span></span></a>"
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"text": "Our innovation ecosystem",
"html": "<a aria-label=\"Our innovation ecosystem menu\" href=\"https://www.capgemini.com/about-us/who-we-are/innovation-ecosystem/\"><span><span>Our innovation ecosystem</span></span></a>"
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"text": "Values and Ethics",
"html": "<a aria-label=\"Values and Ethics menu\" href=\"https://www.capgemini.com/about-us/who-we-are/values-and-ethics/\"><span><span>Values and Ethics</span></span></a>"
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"html": "<a aria-label=\"Our brands menu\" href=\"https://www.capgemini.com/about-us/who-we-are/our-brands/\"><span><span>Our brands</span></span></a>"
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"text": "Management and governance",
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"text": "Board of Directors",
"html": "<a aria-label=\"Board of Directors menu\" href=\"https://www.capgemini.com/about-us/management-and-governance/board-of-directors/\"><span><span>Board of Directors</span></span></a>"
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"text": "Executive committee",
"html": "<a aria-label=\"Executive committee menu\" href=\"https://www.capgemini.com/about-us/management-and-governance/management-team/\"><span><span>Executive committee</span></span></a>"
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"text": "Environment, Social & Governance",
"html": "<a aria-label=\"Environment, Social & Governance menu\" href=\"https://www.capgemini.com/about-us/approach-to-esg/\"><span><span>Environment, Social & Governance</span></span></a>"
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"text": "Digital inclusion",
"html": "<a aria-label=\"Digital inclusion menu\" href=\"https://www.capgemini.com/about-us/csr/digital-inclusion/\"><span><span>Digital inclusion</span></span></a>"
},
{
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"text": "Diversity and inclusion",
"html": "<a aria-label=\"Diversity and inclusion menu\" href=\"https://www.capgemini.com/about-us/csr/diversity-and-inclusion/\"><span><span>Diversity and inclusion</span></span></a>"
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"text": "Transforming sports",
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{
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"text": "Peugeot Sport",
"html": "<a aria-label=\"Peugeot Sport menu\" href=\"https://www.capgemini.com/about-us/transforming-sports/peugeot-sport/\"><span><span>Peugeot Sport</span></span></a>"
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"html": "<a aria-label=\"Rugby menu\" href=\"https://www.capgemini.com/about-us/transforming-sports/rugby/\"><span><span>Rugby</span></span></a>"
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"text": "Ryder Cup",
"html": "<a aria-label=\"Ryder Cup menu\" href=\"https://www.capgemini.com/about-us/transforming-sports/ryder-cup/\"><span><span>Ryder Cup</span></span></a>"
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"html": "<a aria-label=\"Tour de France menu\" href=\"https://www.capgemini.com/about-us/transforming-sports/tour-de-france/\"><span><span>Tour de France</span></span></a>"
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{
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"text": "The 37th America’s Cup",
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{
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"text": "",
"html": "<a title=\"Discover how we accompany our clients in harnessing the potential of technology\" href=\"https://www.capgemini.com/about-us/technology-partners/\"><div class=\"advertImg\"><img decoding=\"async\" loading=\"lazy\" alt=\"Advert image\" src=\"https://www.capgemini.com/wp-content/uploads/2022/01/Capgemini_Data-to-the-People-e1647270695725.jpg?w=300&quality=90\"></div></a>"
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{
"href": "https://www.capgemini.com/about-us/technology-partners/",
"text": "Discover how we accompany our clients in harnessing the potential of technology",
"html": "<a title=\"Discover how we accompany our clients in harnessing the potential of technology\" href=\"https://www.capgemini.com/about-us/technology-partners/\">Discover how we accompany our clients in harnessing the potential of technology</a>"
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{
"href": "https://www.capgemini.com/news/client-stories/pininfarina-creates-a-virtual-twin-of-its-custom-vehicles-with-capgemini-and-dassault-systemes/",
"text": "Pininfarina creates a Virtual Twin of its custom vehicles with Capgemini and Dassault Systèmes With the support of Capgemini, the company has extended its use of Dassault Systèmes’ 3DEXPERIENCE platform by integrating 3D representation, manufacturing processes, and ERP systems throughout the product lifecycle",
"html": "<a aria-label=\"Pininfarina creates a Virtual Twin of its custom vehicles with Capgemini and Dassault Systèmes\" href=\"https://www.capgemini.com/news/client-stories/pininfarina-creates-a-virtual-twin-of-its-custom-vehicles-with-capgemini-and-dassault-systemes/\" tabindex=\"0\"> <div class=\"box\"> <h3 class=\"client-subtitle\">Pininfarina creates a Virtual Twin of its custom vehicles with Capgemini and Dassault Systèmes</h3> <p>With the support of Capgemini, the company has extended its use..."
},
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"href": "https://www.capgemini.com/about-us/",
"text": "About us",
"html": "<a href=\"https://www.capgemini.com/about-us/\">About us</a>"
},
{
"href": "/about-us/who-we-are/our-brands/capgemini-engineering/",
"text": "",
"html": "<a tabindex=\"0\" href=\"/about-us/who-we-are/our-brands/capgemini-engineering/\"> <img decoding=\"async\" loading=\"lazy\" class=\"logo-light capgeminiEngineeringLogoFooter\" src=\"https://www.capgemini.com/wp-content/themes/capgemini2025/assets/images/Logo_Capgemini_Engineering_new.svg\" alt=\"Capgemini Engineering\"> <img decoding=\"async\" loading=\"lazy\" class=\"logo-dark capgeminiEngineeringLogoFooter\" src=\"https://www.capgemini.com/wp-content/themes/capgemini2025/assets/images/Logo_Capgemini_Engineering..."
},
{
"href": "/about-us/who-we-are/our-brands/capgemini-invent/",
"text": "",
"html": "<a tabindex=\"0\" href=\"/about-us/who-we-are/our-brands/capgemini-invent/\"> <img decoding=\"async\" loading=\"lazy\" class=\"logo-light capgeminiInventLogoFooter\" src=\"https://www.capgemini.com/wp-content/themes/capgemini2025/assets/images/Logo_Capgemini_Invent_new.svg\" alt=\"Capgemini Invent\"> <img decoding=\"async\" loading=\"lazy\" class=\"logo-dark capgeminiInventLogoFooter\" src=\"https://www.capgemini.com/wp-content/themes/capgemini2025/assets/images/Logo_Capgemini_Invent_White_new.svg\" alt=\"Capgemini..."
},
{
"href": "/about-us/who-we-are/our-brands/sogeti/",
"text": "",
"html": "<a tabindex=\"0\" href=\"/about-us/who-we-are/our-brands/sogeti/ \" target=\"_blank\"> <img decoding=\"async\" loading=\"lazy\" class=\"logo-light capgeminiSogetiLogoFooter\" src=\"https://www.capgemini.com/wp-content/themes/capgemini2025/assets/images/Logo_Sogeti.svg\" alt=\"Sogeti\"> <img decoding=\"async\" loading=\"lazy\" class=\"logo-dark capgeminiSogetiLogoFooter\" src=\"https://www.capgemini.com/wp-content/themes/capgemini2025/assets/images/Logo_Sogeti_white.svg\" alt=\"Sogeti\"> </a>"
},
{
"href": "/about-us/who-we-are/our-brands/frog/",
"text": "",
"html": "<a tabindex=\"0\" href=\"/about-us/who-we-are/our-brands/frog/ \" target=\"_blank\"> <img decoding=\"async\" loading=\"lazy\" class=\"logo-light capgeminiFrogLogoFooter\" src=\"https://www.capgemini.com/wp-content/themes/capgemini2025/assets/images/Logo_Frog-Design.svg\" alt=\"Frog\"> <img decoding=\"async\" loading=\"lazy\" class=\"logo-dark capgeminiFrogLogoFooter\" src=\"https://www.capgemini.com/wp-content/themes/capgemini2025/assets/images/Logo_Frog-Design-White.svg\" alt=\"Frog\"> </a>"
},
{
"href": "https://www.capgemini.com/about-us/",
"text": "About us",
"html": "<a href=\"https://www.capgemini.com/about-us/\" tabindex=\"0\">About us</a>"
},
{
"href": "https://www.linkedin.com/company/capgemini",
"text": "LinkedIn",
"html": "<a tabindex=\"0\" href=\"https://www.linkedin.com/company/capgemini\" target=\"_blank\" class=\"footer-class\" rel=\"noopener noreferrer\" aria-label=\"LinkedIn — opens in a new window\"> <span class=\"social-icon-footer\" role=\"img\" aria-label=\"LinkedIn\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\"> <path d=\"M5.33366 7.7133V11.0466M5.33366 5.7133V5.71996M8.00033 11.0466V7.7133M10.667 11.0466V9.04663C10.667 8.69301 10.5265 8.35387 10.2765 8.10382C10...."
}
],
"contactLinks": [
{
"href": "/contact-us",
"text": "Contact us",
"html": "<a href=\"/contact-us\" class=\"btn-link-contact\"><span class=\"text\">Contact us<i class=\"icon icon-zodiak-arrow-right\"></i></span></a>"
},
{
"href": "/contact-us",
"text": "Contact us",
"html": "<a href=\"/contact-us\"><span class=\"inner\">Contact us</span></a>"
},
{
"href": "https://www.capgemini.com/news/client-stories/electrogenics-labs-improves-patient-care-in-radiation-therapy-with-moskin/",
"text": "Electrogenics Labs improves patient care in radiation therapy with MOSkin™ Capgemini supports the development of the MOSkin™ integrated system to ensure accurate radiation dose verification",
"html": "<a aria-label=\"Electrogenics Labs improves patient care in radiation therapy with MOSkin™\" href=\"https://www.capgemini.com/news/client-stories/electrogenics-labs-improves-patient-care-in-radiation-therapy-with-moskin/\" tabindex=\"0\"> <div class=\"box\"> <h3 class=\"client-subtitle\">Electrogenics Labs improves patient care in radiation therapy with MOSkin™</h3> <p>Capgemini supports the development of the MOSkin™ integrated system to ensure accurate radiation dose verification..."
},
{
"href": "https://www.capgemini.com/news/client-stories/pininfarina-creates-a-virtual-twin-of-its-custom-vehicles-with-capgemini-and-dassault-systemes/",
"text": "Pininfarina creates a Virtual Twin of its custom vehicles with Capgemini and Dassault Systèmes With the support of Capgemini, the company has extended its use of Dassault Systèmes’ 3DEXPERIENCE platform by integrating 3D representation, manufacturing processes, and ERP systems throughout the product lifecycle",
"html": "<a aria-label=\"Pininfarina creates a Virtual Twin of its custom vehicles with Capgemini and Dassault Systèmes\" href=\"https://www.capgemini.com/news/client-stories/pininfarina-creates-a-virtual-twin-of-its-custom-vehicles-with-capgemini-and-dassault-systemes/\" tabindex=\"0\"> <div class=\"box\"> <h3 class=\"client-subtitle\">Pininfarina creates a Virtual Twin of its custom vehicles with Capgemini and Dassault Systèmes</h3> <p>With the support of Capgemini, the company has extended its use..."
},
{
"href": "https://www.capgemini.com/contact-us/",
"text": "Contact us",
"html": "<a href=\"https://www.capgemini.com/contact-us/\" tabindex=\"0\">Contact us</a>"
}
],
"privacyLinks": [
{
"href": "https://www.capgemini.com/terms-of-use/",
"text": "Terms of use",
"html": "<a href=\"https://www.capgemini.com/terms-of-use/\">Terms of use</a>"
},
{
"href": "https://www.capgemini.com/privacy-notice/",
"text": "Privacy notice",
"html": "<a href=\"https://www.capgemini.com/privacy-notice/\">Privacy notice</a>"
},
{
"href": "https://www.capgemini.com/privacy-notice/",
"text": "Privacy notice",
"html": "<a href=\"https://www.capgemini.com/privacy-notice/\" tabindex=\"0\">Privacy notice</a>"
},
{
"href": "https://www.capgemini.com/terms-of-use/",
"text": "Terms of use",
"html": "<a href=\"https://www.capgemini.com/terms-of-use/\" tabindex=\"0\">Terms of use</a>"
}
],
"score": 80,
"weight": 20
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
2 Warning
Needs attention
GEO: Extraction-friendly structure
01
Issue
Missing extraction signals: optional top summary / TL;DR / key takeaways block, table with <thead> only if the page already has tabular/comparative data, ordered list only if the page explains a workflow/process, optional visible FAQ or FAQPage schema.
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: Extraction-friendly structure
Score
85/100
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: Extraction-friendly structure scored 85/100 and needs improvement.
Evidence
{
"hasSummary": false,
"tableCount": 0,
"tablesWithHead": 0,
"tablesMissingThead": [],
"orderedLists": 0,
"hasFaq": false,
"definitionPatterns": 6,
"schemaBlocks": 1,
"missingSignals": [
"optional top summary / TL;DR / key takeaways block",
"table with <thead> only if the page already has tabular/comparative data",
"ordered list only if the page explains a workflow/process",
"optional visible FAQ or FAQPage schema"
],
"score": 85,
"weight": 24
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 75/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 75/100 and needs improvement.
2 Warning
Needs attention
AEO: Entity and definition clarity
01
Issue
Entity or definition gaps: capgemini, make, real, conversations, tomorrow, ceo, corner.
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
75/100
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 75/100 and needs improvement.
Evidence
{
"title": "Capgemini - Make it real.",
"h1": "Conversations for Tomorrow: The CEO Corner",
"description": "A global leader in consulting, technology services and digital transformation, we offer an array of integrated services combining technology with deep sector expertise.",
"topicOverlap": 0,
"definitionCount": 6,
"topicTerms": [
"capgemini",
"make",
"real",
"conversations",
"tomorrow",
"ceo",
"corner"
],
"descriptionTerms": [
"global",
"leader",
"consulting",
"technology",
"services",
"digital",
"transformation",
"offer",
"array",
"integrated",
"combining",
"deep",
"sector",
"expertise"
],
"missingFromDescription": [
"capgemini",
"make",
"real",
"conversations",
"tomorrow",
"ceo",
"corner"
],
"score": 75,
"weight": 18
}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: publisher.
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": true,
"publisher": false,
"freshnessDate": true,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"publisher"
],
"authorMeta": "",
"schemaAuthors": [
"translator0misc"
],
"schemaPublishers": [],
"schemaDates": [
"2025-05-14T06:22:21+00:00",
"2026-06-09T09:47:00+00:00"
],
"visibleDates": [],
"aboutLinks": [
{
"href": "https://www.capgemini.com/about-us/",
"text": "About us",
"html": "<a href=\"https://www.capgemini.com/about-us/\"><span>About us</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/",
"text": "About us",
"html": "<a href=\"https://www.capgemini.com/about-us/\">About us</a>"
},
{
"href": "https://www.capgemini.com/about-us/",
"text": "Learn more",
"html": "<a aria-label=\"About us learn more\" class=\"more4\" href=\"https://www.capgemini.com/about-us/\">Learn more</a>"
},
{
"href": "https://www.capgemini.com/about-us/who-we-are/",
"text": "Who we are",
"html": "<a href=\"https://www.capgemini.com/about-us/who-we-are/\"><span>Who we are</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/who-we-are/",
"text": "Who we are",
"html": "<a href=\"https://www.capgemini.com/about-us/who-we-are/\"><span>Who we are</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/who-we-are/what-we-do/",
"text": "What we do",
"html": "<a href=\"https://www.capgemini.com/about-us/who-we-are/what-we-do/\"><span>What we do</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/who-we-are/the-way-we-work/",
"text": "The way we work",
"html": "<a href=\"https://www.capgemini.com/about-us/who-we-are/the-way-we-work/\"><span>The way we work</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/who-we-are/innovation-ecosystem/",
"text": "Our innovation ecosystem",
"html": "<a href=\"https://www.capgemini.com/about-us/who-we-are/innovation-ecosystem/\"><span>Our innovation ecosystem</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/who-we-are/values-and-ethics/",
"text": "Values and Ethics",
"html": "<a href=\"https://www.capgemini.com/about-us/who-we-are/values-and-ethics/\"><span>Values and Ethics</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/who-we-are/our-brands/",
"text": "Our brands",
"html": "<a href=\"https://www.capgemini.com/about-us/who-we-are/our-brands/\"><span>Our brands</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/management-and-governance/",
"text": "Management and governance",
"html": "<a href=\"https://www.capgemini.com/about-us/management-and-governance/\"><span>Management and governance</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/management-and-governance/",
"text": "Management and governance",
"html": "<a href=\"https://www.capgemini.com/about-us/management-and-governance/\"><span>Management and governance</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/management-and-governance/board-of-directors/",
"text": "Board of Directors",
"html": "<a href=\"https://www.capgemini.com/about-us/management-and-governance/board-of-directors/\"><span>Board of Directors</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/management-and-governance/management-team/",
"text": "Executive committee",
"html": "<a href=\"https://www.capgemini.com/about-us/management-and-governance/management-team/\"><span>Executive committee</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/management-and-governance/responsible-business/",
"text": "Responsible business",
"html": "<a href=\"https://www.capgemini.com/about-us/management-and-governance/responsible-business/\"><span>Responsible business</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/management-and-governance/policies/",
"text": "Policies",
"html": "<a href=\"https://www.capgemini.com/about-us/management-and-governance/policies/\"><span>Policies</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/approach-to-esg/",
"text": "Environment, Social & Governance",
"html": "<a href=\"https://www.capgemini.com/about-us/approach-to-esg/\"><span>Environment, Social & Governance</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/csr/",
"text": "Corporate Social Responsibility",
"html": "<a href=\"https://www.capgemini.com/about-us/csr/\"><span>Corporate Social Responsibility</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/csr/",
"text": "Corporate Social Responsibility",
"html": "<a href=\"https://www.capgemini.com/about-us/csr/\"><span>Corporate Social Responsibility</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/csr/digital-inclusion/",
"text": "Digital inclusion",
"html": "<a href=\"https://www.capgemini.com/about-us/csr/digital-inclusion/\"><span>Digital inclusion</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/csr/diversity-and-inclusion/",
"text": "Diversity and inclusion",
"html": "<a href=\"https://www.capgemini.com/about-us/csr/diversity-and-inclusion/\"><span>Diversity and inclusion</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/csr/environmental-sustainability/",
"text": "Environmental sustainability",
"html": "<a href=\"https://www.capgemini.com/about-us/csr/environmental-sustainability/\"><span>Environmental sustainability</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/csr/csr-partnerships/",
"text": "Partnerships",
"html": "<a href=\"https://www.capgemini.com/about-us/csr/csr-partnerships/\"><span>Partnerships</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/csr/tech4positive-futures/",
"text": "Tech4Positive Futures",
"html": "<a href=\"https://www.capgemini.com/about-us/csr/tech4positive-futures/\"><span>Tech4Positive Futures</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/transforming-sports/",
"text": "Transforming sports",
"html": "<a href=\"https://www.capgemini.com/about-us/transforming-sports/\"><span>Transforming sports</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/transforming-sports/",
"text": "Transforming sports",
"html": "<a href=\"https://www.capgemini.com/about-us/transforming-sports/\"><span>Transforming sports</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/transforming-sports/peugeot-sport/",
"text": "Peugeot Sport",
"html": "<a href=\"https://www.capgemini.com/about-us/transforming-sports/peugeot-sport/\"><span>Peugeot Sport</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/transforming-sports/rugby/",
"text": "Rugby",
"html": "<a href=\"https://www.capgemini.com/about-us/transforming-sports/rugby/\"><span>Rugby</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/transforming-sports/ryder-cup/",
"text": "Ryder Cup",
"html": "<a href=\"https://www.capgemini.com/about-us/transforming-sports/ryder-cup/\"><span>Ryder Cup</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/transforming-sports/tour-de-france/",
"text": "Tour de France",
"html": "<a href=\"https://www.capgemini.com/about-us/transforming-sports/tour-de-france/\"><span>Tour de France</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/transforming-sports/the-americas-cup/",
"text": "The 37th America’s Cup",
"html": "<a href=\"https://www.capgemini.com/about-us/transforming-sports/the-americas-cup/\"><span>The 37th America’s Cup</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/technology-partners/",
"text": "Technology partners",
"html": "<a href=\"https://www.capgemini.com/about-us/technology-partners/\"><span>Technology partners</span></a>"
},
{
"href": "https://www.capgemini.com/about-us/locations/",
"text": "Locations",
"html": "<a href=\"https://www.capgemini.com/about-us/locations/\"><span>Locations</span></a>"
},
{
"href": "/about-us/who-we-are/our-brands/",
"text": "Explore our brands",
"html": "<a href=\"/about-us/who-we-are/our-brands/\">Explore our brands</a>"
},
{
"href": "/about-us/technology-partners/",
"text": "Explore our technology partners",
"html": "<a href=\"/about-us/technology-partners/\">Explore our technology partners</a>"
},
{
"href": "/about-us/who-we-are/our-brands/capgemini-engineering/",
"text": "",
"html": "<a href=\"/about-us/who-we-are/our-brands/capgemini-engineering/\"> <img decoding=\"async\" loading=\"lazy\" src=\"https://www.capgemini.com/wp-content/themes/capgemini2025/assets/images/Capgemini_engineering_logo.svg\" alt=\"Capgemini Engineering\" class=\"capgeminiEngineeringLogoFooter logo-light\"> <img decoding=\"async\" loading=\"lazy\" src=\"https://www.capgemini.com/wp-content/themes/capgemini2025/assets/images/Capgemini_engineering_logo_white.svg\" alt=\"Capgemini Engineering\" class=\"capgeminiEngineerin..."
},
{
"href": "/about-us/who-we-are/our-brands/capgemini-invent/",
"text": "",
"html": "<a href=\"/about-us/who-we-are/our-brands/capgemini-invent/\"> <img decoding=\"async\" loading=\"lazy\" src=\"https://www.capgemini.com/wp-content/themes/capgemini2025/assets/images/Logo_Capgemini_Invent.svg\" alt=\"Capgemini Invent\" class=\"capgeminiInventLogoFooter logo-light\"> <img decoding=\"async\" loading=\"lazy\" src=\"https://www.capgemini.com/wp-content/themes/capgemini2025/assets/images/Capgemini_invent_logo_white.png\" alt=\"Capgemini Invent\" class=\"capgeminiInventLogoFooter logo-dark\"> </a>"
},
{
"href": "/about-us/who-we-are/our-brands/frog/",
"text": "",
"html": "<a href=\"/about-us/who-we-are/our-brands/frog/\"> <img decoding=\"async\" loading=\"lazy\" src=\"https://www.capgemini.com/wp-content/themes/capgemini2025/assets/images/logo-frogdesign-s-black.svg\" alt=\"Frog Design\" class=\"frogdesignLogoFooter logo-light\"> <img decoding=\"async\" loading=\"lazy\" src=\"https://www.capgemini.com/wp-content/themes/capgemini2025/assets/images/Frog_logo_white.svg\" alt=\"Frog Design\" class=\"frogdesignLogoFooter logo-dark\"></a>"
},
{
"href": "/about-us/who-we-are/our-brands/sogeti/",
"text": "",
"html": "<a href=\"/about-us/who-we-are/our-brands/sogeti/\"> <img decoding=\"async\" loading=\"lazy\" src=\"https://www.capgemini.com/wp-content/themes/capgemini2025/assets/images/Logo_Sogeti.svg\" alt=\"Sogeti\" class=\"capgeminiSogetiLogoFooter logo-light\"> <img decoding=\"async\" loading=\"lazy\" src=\"https://www.capgemini.com/wp-content/themes/capgemini2025/assets/images/Logo_Sogeti_white.svg\" alt=\"Sogeti\" class=\"capgeminiSogetiLogoFooter logo-dark\"></a>"
},
{
"href": "/about-us/who-we-are/our-brands/",
"text": "Explore our brands",
"html": "<a href=\"/about-us/who-we-are/our-brands/\">Explore our brands</a>"
},
{
"href": "/about-us/technology-partners/",
"text": "Explore our technology partners",
"html": "<a href=\"/about-us/technology-partners/\">Explore our technology partners</a>"
},
{
"href": "/about-us/who-we-are/our-brands/capgemini-engineering/",
"text": "",
"html": "<a href=\"/about-us/who-we-are/our-brands/capgemini-engineering/\"> <img decoding=\"async\" loading=\"lazy\" src=\"https://www.capgemini.com/wp-content/themes/capgemini2025/assets/images/Capgemini_engineering_logo.svg\" alt=\"Capgemini Engineering\" class=\"capgeminiEngineeringLogoFooter logo-light\"> <img decoding=\"async\" loading=\"lazy\" src=\"https://www.capgemini.com/wp-content/themes/capgemini2025/assets/images/Capgemini_engineering_logo_white.svg\" alt=\"Capgemini Engineering\" class=\"capgeminiEngineerin..."
},
{
"href": "/about-us/who-we-are/our-brands/capgemini-invent/",
"text": "",
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}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
27 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
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}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 80/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 80/100 and needs improvement.
1 Warning
Needs attention
AIO: Page experience for AIO
01
Issue
140 image(s) are missing width/height attributes.
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
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: Page experience for AIO scored 80/100 and needs improvement.
Evidence
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],
"possibleDialogs": [],
"score": 80,
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}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, cost, 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": "Highlights",
"html": "<h2 class=\"learnmore-heading\">Highlights</h2>"
},
{
"text": "Latest insights",
"html": "<h2 class=\"latest-insight-title\">Latest insights</h2>"
},
{
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"html": "<h2 class=\"clientblock-title\">Recent client stories</h2>"
},
{
"text": "Latest news",
"html": "<h2 class=\"news-heading\">Latest news</h2>"
},
{
"text": "Inside stories",
"html": "<h2 class=\"story-heading\">Inside stories</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Capgemini - Make it real.?",
"pattern": {}
},
{
"id": "how",
"label": "How does Capgemini - Make it real. work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Capgemini - Make it real.?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Capgemini - Make it real. free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Capgemini - Make it real. compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Capgemini - Make it real.?",
"pattern": {}
},
{
"id": "how",
"label": "How does Capgemini - Make it real. work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Capgemini - Make it real.?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Capgemini - Make it real. free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Capgemini - Make it real. 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": 207444
},
{
"path": "/api/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 206732
},
{
"path": "/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 206724
}
]
},
"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, cost, 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": "Highlights",
"html": "<h2 class=\"learnmore-heading\">Highlights</h2>"
},
{
"text": "Latest insights",
"html": "<h2 class=\"latest-insight-title\">Latest insights</h2>"
},
{
"text": "Recent client stories",
"html": "<h2 class=\"clientblock-title\">Recent client stories</h2>"
},
{
"text": "Latest news",
"html": "<h2 class=\"news-heading\">Latest news</h2>"
},
{
"text": "Inside stories",
"html": "<h2 class=\"story-heading\">Inside stories</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Capgemini - Make it real.?",
"pattern": {}
},
{
"id": "how",
"label": "How does Capgemini - Make it real. work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Capgemini - Make it real.?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Capgemini - Make it real. free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Capgemini - Make it real. compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Capgemini - Make it real.?",
"pattern": {}
},
{
"id": "how",
"label": "How does Capgemini - Make it real. work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Capgemini - Make it real.?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Capgemini - Make it real. free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Capgemini - Make it real. compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 4
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Q&A and FAQ opportunities
GEO: Q&A and FAQ opportunities is informational for this page.
Informational
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Q&A and FAQ opportunities
GEO: Q&A and FAQ opportunities is informational for this page.
Informational
Needs attention
GEO: Q&A and FAQ opportunities
01
Issue
5 h2 heading(s) are not phrased as questions; this is optional and only useful where Q&A wording is natural. No visible FAQ or FAQPage schema was detected; this is optional unless the page answers common questions.
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: Q&A and FAQ opportunities
Score
75/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Q&A and FAQ opportunities is informational for this page.
Evidence
{
"h2Count": 5,
"questionH2s": 0,
"hasFaq": false,
"nonQuestionH2s": [
{
"index": 1,
"text": "Highlights",
"isQuestion": false,
"html": "<h2 class=\"learnmore-heading\">Highlights</h2>"
},
{
"index": 2,
"text": "Latest insights",
"isQuestion": false,
"html": "<h2 class=\"latest-insight-title\">Latest insights</h2>"
},
{
"index": 3,
"text": "Recent client stories",
"isQuestion": false,
"html": "<h2 class=\"clientblock-title\">Recent client stories</h2>"
},
{
"index": 4,
"text": "Latest news",
"isQuestion": false,
"html": "<h2 class=\"news-heading\">Latest news</h2>"
},
{
"index": 5,
"text": "Inside stories",
"isQuestion": false,
"html": "<h2 class=\"story-heading\">Inside stories</h2>"
}
],
"score": 75,
"weight": 4
}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."
}
]
}Performance and AccessibilityAccessibilityBrowser audit
`[role]`s do not have all required `[aria-*]` attributes
100 Fail
Performance and AccessibilityAccessibilityBrowser audit
`[role]`s do not have all required `[aria-*]` attributes
100 Fail
Check name
`[role]`s do not have all required `[aria-*]` attributes
Score
0/100
Status
fail
Device
desktop
Category
Accessibility
Fix guidance
Some ARIA roles have required attributes that describe the state of the element to screen readers. [Learn more about roles and required attributes](https://dequeuniversity.com/rules/axe/4.11/aria-required-attr).
References
https://web.dev/learn/accessibility/Evidence
{
"description": "Some ARIA roles have required attributes that describe the state of the element to screen readers. [Learn more about roles and required attributes](https://dequeuniversity.com/rules/axe/4.11/aria-required-attr)."
}SEOSEOBrowser audit
Links are not crawlable
50 Fail
SEOSEOBrowser audit
Links are not crawlable
50 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
50 Fail
SEOSEOBrowser audit
Links do not have descriptive text
50 Fail
Check name
Links do not have descriptive text
Score
0/100
Status
fail
Device
desktop
Category
SEO
Estimated savings
9 links 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": "9 links 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
Reduce JavaScript execution time
20 Fail
Performance and AccessibilityPerformanceBrowser audit
Reduce JavaScript execution time
20 Fail
Check name
Reduce JavaScript execution time
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
2.4 s
Fix guidance
Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "2.4 s",
"description": "Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).",
"numericValue": 2397.0449999999933
}Performance and AccessibilityPerformanceBrowser audit
Reduce unused CSS
20 Fail
Performance and AccessibilityPerformanceBrowser audit
Reduce unused CSS
20 Fail
Check name
Reduce unused CSS
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 124 KiB
Fix guidance
Reduce unused rules from stylesheets and defer CSS not used for above-the-fold content to decrease bytes consumed by network activity. [Learn how to reduce unused CSS](https://developer.chrome.com/docs/lighthouse/performance/unused-css-rules/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 124 KiB",
"description": "Reduce unused rules from stylesheets and defer CSS not used for above-the-fold content to decrease bytes consumed by network activity. [Learn how to reduce unused CSS](https://developer.chrome.com/docs/lighthouse/performance/unused-css-rules/).",
"numericValue": 80
}Performance and AccessibilityPerformanceBrowser audit
Avoid enormous network payloads
10 Warning
Performance and AccessibilityPerformanceBrowser audit
Avoid enormous network payloads
10 Warning
Check name
Avoid enormous network payloads
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Total size was 3,942 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 3,942 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": 4036956
}Performance and AccessibilityPerformanceBrowser audit
Use efficient cache lifetimes
10 Warning
Performance and AccessibilityPerformanceBrowser audit
Use efficient cache lifetimes
10 Warning
Check name
Use efficient cache lifetimes
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 43 KiB
Fix guidance
A long cache lifetime can speed up repeat visits to your page. [Learn more about caching](https://developer.chrome.com/docs/performance/insights/cache).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 43 KiB",
"description": "A long cache lifetime can speed up repeat visits to your page. [Learn more about caching](https://developer.chrome.com/docs/performance/insights/cache)."
}Performance and AccessibilityPerformanceBrowser audit
Loading performance
7 Fail
Performance and AccessibilityPerformanceBrowser audit
Loading performance
7 Fail
Check name
Loading performance
Score
65/100
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",
"title": "Max Potential First Input Delay",
"score": 35,
"displayValue": "300 ms",
"numericValue": 302
},
{
"id": "interactive",
"title": "Time to Interactive",
"score": 48,
"displayValue": "4.6 s",
"numericValue": 4598.055048435324
},
{
"id": "network-rtt",
"title": "Network Round Trip Times",
"score": 100,
"displayValue": "30 ms",
"numericValue": 34.714665
},
{
"id": "total-blocking-time",
"title": "Total Blocking Time",
"score": 7,
"displayValue": "930 ms",
"numericValue": 927.9474399174842
},
{
"id": "server-response-time",
"title": "Initial server response time was short",
"score": 100,
"displayValue": "Root document took 50 ms",
"numericValue": 49
},
{
"id": "speed-index",
"title": "Speed Index",
"score": 39,
"displayValue": "2.6 s",
"numericValue": 2580.6100789038537
},
{
"id": "first-contentful-paint",
"title": "First Contentful Paint",
"score": 96,
"displayValue": "0.8 s",
"numericValue": 761.0277949167396
},
{
"id": "largest-contentful-paint",
"title": "Largest Contentful Paint",
"score": 97,
"displayValue": "0.9 s",
"numericValue": 881.0326999020463
}
]
}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 |
|---|---|---|---|
| 63/100 | Level 3, Bot-Aware | Current report |