SEO and GEO Audit Report for www.inclusion42.org — Updated for 2026

Free combined SEO and GEO (Generative Engine Optimization) audit for https://Www.inclusion42.org. This report scores on-page technical SEO, content quality, site structure, performance, AI readability, E-E-A-T authority, citations, and content freshness.

Summary

Overall SEO score: 82/100 (grade B). Overall GEO score: 76/100 (grade C). Overall WCAG accessibility score: 93/100 (grade A). Combined visibility score: 84/100 (grade B). Report generated on August 10, 2026.

SEO category scores

Technical SEO: 82/100 — crawlability, indexability, HTTPS, robots.txt, sitemap.
Content quality: 77/100 — titles, meta descriptions, headings, alt text.
Site structure: 88/100 — internal linking, breadcrumbs, URL hygiene.
Performance: 83/100 — load time, TTFB, Core Web Vitals.

GEO category scores

AI readability: 58/100 — structured data, answer-first content, llms.txt, AI bot access.
Authority (E-E-A-T): 85/100 — author information, organization schema, credentials.
Citations: 100/100 — external sources, references, statistics.
Freshness: 71/100 — publication and modification dates.

WCAG accessibility category scores

Perceivable: 100/100 — alt text, language declaration, media alternatives.
Operable: 78/100 — landmarks, skip links, form labels, link purpose.
Understandable: 100/100 — page title, heading hierarchy, readable structure.
Robust: 100/100 — valid markup, ARIA, table headers, iframe titles.

What is GEO?

GEO (Generative Engine Optimization) is the practice of optimizing websites so AI systems like ChatGPT, Perplexity, Claude, and Google AI Overviews can discover, understand, and cite your content. Unlike traditional SEO, which focuses on ranking in search results, GEO focuses on citation readiness — clear structure, factual density, schema markup, and authority signals.

Top prioritized recommendations

Sections don't lead with a direct answer (warning): Lead each section with a self-contained 40–60 word answer to the heading's question, then expand below it.
Missing English translations (warning): Add English translations for all pages, especially product descriptions. Product pages without English translations significantly limit international reach and AI visibility.
Missing FAQ schema (warning): Add FAQ Schema for better AI visibility.
Duplicate titles (warning): Each page should have a unique title.
Blog pages missing Article schema (warning): Add Article or BlogPosting JSON-LD on editorial pages so AI engines can classify and cite them.
Form inputs without labels (warning): Associate every input with a <label for="..."> or aria-label / aria-labelledby.
HTML lang does not match content language (warning): Set the html lang attribute to match the primary language of the page body and align hreflang tags.
Slow TTFB (warning): Optimize server, consider CDN.

Pages analyzed

This audit crawled 39 pages including the homepage and linked internal URLs.

Related resources

Author: project maintainer. Methodology published at https://seo-geo-reports.com/methodology. Last updated 2026.

HistoryPermanent result link

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This report uses an older scoring algorithm (v2.0.0)

The current version is v2.1.0. Re-run the audit to get results based on our latest checks and weights.

SEO-GEO

Website Analysis Report

Report generated on: August 10, 2026 at 09:44 PM

Analyzed Website

https://Www.inclusion42.org

Open site

SEO

82/100

GEO

76/100

WCAG

93/100

Combined Score

B (84/100)

Recommendations

0 Critical8 Warnings9 Info17 Total

9 Quick wins8 Larger projects

Analysis time: 79851ms · Pages crawled: 39

Scoring algorithm v2.0.0· outdated

All Recommendations17

Quick wins (9)

Lower effort fixes you can ship quickly for a visible score boost.

warning[seo]

HTML lang does not match content language

Homepage declares lang="fr" but content reads as EN.

Affected pages (1)

https://www.inclusion42.org

💡 Set the html lang attribute to match the primary language of the page body and align hreflang tags.

warning[seo]

Slow TTFB

Average TTFB: 986ms.

💡 Optimize server, consider CDN.

info[seo]

Some pages missing canonical tag

1 of 39 pages are missing the canonical tag.

Affected pages (1)

https://inclusion42.org/category/accompagnement

💡 Add canonical tag to all pages.

info[seo]

Images without alt text

1 of 88 images (1%) are missing alt attribute.

💡 Add descriptive alt text to all images.

info[geo]

No Speakable schema

No speakable markup found — voice assistants and some AI parsers use it to extract quotable passages.

💡 Consider Schema.org SpeakableSpecification on key answer sections.

info[geo]

No glossary or definitions

No definition lists or glossary section detected.

💡 Add a glossary or <dl> definition block for domain terms — AI engines use these for entity disambiguation.

info[seo]

Form inputs without labels

3 form field(s) lack an associated label or aria-label.

💡 Associate every input with a <label> or aria-label for accessibility and parser clarity.

info[seo]

Missing or few breadcrumbs

Only 0 of 39 pages have breadcrumbs.

Affected pages (39)

and 19 more

💡 Add breadcrumb navigation to all pages.

info[geo]

No table of contents

No page has a table of contents.

💡 Add table of contents to longer articles.

Larger projects (8)

Higher-impact improvements that may need more development or content work.

warning[geo]

Sections don't lead with a direct answer

Only 4 of 14 sections start with a concise answer paragraph.

💡 Lead each section with a self-contained 40–60 word answer to the heading's question, then expand below it.

warning[seo]

Missing English translations

39 of 39 pages lack English translations.

Affected pages (39)

and 19 more

💡 Add English translations for all pages, especially product descriptions. Product pages without English translations significantly limit international reach and AI visibility.

warning[geo]

Missing FAQ schema

No page contains FAQPage Schema.

💡 Add FAQ Schema for better AI visibility.

warning[seo]

Duplicate titles

Found 14 duplicate titles across different pages.

Affected pages (37)

and 17 more

💡 Each page should have a unique title.

warning[geo]

Blog pages missing Article schema

2 of 2 blog/article URLs lack Article/BlogPosting schema.

💡 Add Article or BlogPosting JSON-LD on editorial pages so AI engines can classify and cite them.

warning[wcag]

Form inputs without labels

3 form field(s) lack an associated label (WCAG 1.3.1, 3.3.2).

💡 Associate every input with a <label for="..."> or aria-label / aria-labelledby.

info[geo]

Few quantified facts in content

Less than 20% of pages contain concrete numbers, units or ISO dates in body text.

💡 Include specific figures, dates and units — AI answers prefer citeable, verifiable facts.

info[geo]

Inconsistent brand naming

The page title, H1 and/or og:site_name use different brand names — this weakens entity clarity for AI knowledge graphs.

💡 Use the same brand name everywhere: schema name, <title>, H1 and og:site_name should match.

Executive Summary

SEO Categories

Category	Score
Technical SEO	B (82)
Content Quality	C (77)
Site Structure	B (88)
Performance	B (83)

GEO Categories

Category	Score
AI Readability	E (58)
Authority (E-E-A-T)	B (85)
Citations & Sources	A (100)
Content Freshness	C (71)

WCAG Categories

Category	Score
Perceivable	A (100)
Operable	C (78)
Understandable	A (100)
Robust	A (100)

SEO Analysis Details

Technical SEO

Metric	Value
HTTPS/SSL	Yes
Mobile Friendly	Yes
Canonical Tags	No
Sitemap	No
Robots.txt	Yes
Hreflang	No
Broken Links	0
Accessibility score	67/100

Content Quality

Metric	Value
Page Title	Yes (59 chars)
Meta Description	Yes (147 chars)
H1 Heading	Yes (1 found)
Heading Structure	Good
Avg Word Count	1300
Thin pages (<300 words)	0 (0%)
Content language (homepage)	EN
HTML lang	fr
Images Without Alt	1
Open Graph	Yes
Twitter Cards	Yes

Site Structure

Metric	Value
Internal Links	708
External Links	137
Breadcrumbs	No
Max Depth	2 levels
Orphan Pages	0
Avg URL Length	37 chars

Performance

Metric	Value
Load Time	0.99s
TTFB	986ms
Page Size	111 KB
Compression	Enabled
Caching	Enabled
Image Optimization	81/100
LCP (lab, mobile)	2.45s
CLS (lab)	0.000
INP (lab)	3ms
Lighthouse Performance	95/100

GEO Analysis Details

AI Readability

Metric	Value
Structured Data (JSON-LD)	Yes
Schema Types	Place, PostalAddress, Organization, ImageObject, WebSite, SearchAction, WebPage, BreadcrumbList, ListItem, CollectionPage, SoftwareApplication, Offer, AboutPage, ContactPage, Person, Article
FAQ Schema	No
HowTo Schema	No
Article Schema	Yes
Table of Contents	No
Summary Section	Yes
Lists Count	523
Tables Count	8
Content Clarity	82/100
Readability (Flesch)	24/100
Avg. sentence length	111 chars
Sentences (homepage)	30
Headings (H2/H3)	14
Max paragraph length	325 chars
Answer-first sections	29%
Question-style headings	2
Speakable schema	No
Glossary / definitions	No
Pages with quantified facts	0
Unique schema types	16

AI Crawler Access

Metric	Value
robots.txt present	Yes
llms.txt present	Yes
AI crawlers blocked	None

Authority (E-E-A-T)

Metric	Value
Author Information	Yes
Author Schema	Yes
Organization Schema	Yes
About Page	No
Contact Information	Yes
Social Profiles	Yes
Credentials/Expertise	Yes
sameAs entity links	Yes
Entity clarity	75/100
Schema entity name	inclusion 42

Citations & Sources

Metric	Value
External Links	137
Authority Site Links	19
References Section	Yes
Statistics/Data	2232
Quotes/Blockquotes	9

Content Freshness

Metric	Value
Publish Date	2026-08-10
Last Modified	Yes
Content Age	0 days
Mentions 2026	Yes
News Schema	No

WCAG Accessibility Analysis

Static HTML audit aligned with WCAG 2.x POUR principles. Color contrast, keyboard navigation and focus order require manual or browser-based testing.

Perceivable

Metric	Value
Images with alt text	100%
Images missing alt	0
Page language (lang)	fr-FR

Operable

Metric	Value
Main landmark	Yes
Navigation landmark	Yes
Skip-to-content link	Yes
Unlabeled form inputs	3
Links without text	0
Buttons without name	0

Understandable

Metric	Value
Page title	Yes (59 chars)
H1 count (homepage)	1
Valid heading hierarchy	Yes
Pages with lang attribute	39/39

Robust

Metric	Value
Duplicate IDs	0
Tables without headers	0
Iframes without title	0
ARIA without role	0

AI Engine Readiness

How ready your site is to be cited by each major generative engine. Most GEO tactics help everywhere, but each engine has its own tilt.

ChatGPT

C (75)

✓OpenAI crawlers allowed (GPTBot, OAI-SearchBot)
✓Structured data (JSON-LD) present
✗Sections lead with a direct answer
✓Strong authority signals (E-E-A-T)

ChatGPT search relies on Bing's index — make sure your site is indexed in Bing.

Perplexity

A (100)

✓PerplexityBot allowed
✓Content is fresh / recently updated
✓Concrete statistics and data
✓Cites external sources

Perplexity rewards recency and concrete, citable facts over marketing copy.

Google AI Overviews

C (75)

✓Strong classic SEO foundation
✓Google-Extended allowed
✓Structured data (JSON-LD) present
✗Sections lead with a direct answer

AI Overviews lean on pages that already rank well in classic Google Search.

Claude

C (75)

✓Anthropic crawlers allowed (ClaudeBot, anthropic-ai)
✓llms.txt present
✓Strong authority signals (E-E-A-T)
✗Sections lead with a direct answer

Claude favors well-structured, authoritative content and llms.txt for site discovery.

Gemini

C (75)

✓Google-Extended allowed
✓Structured data (JSON-LD) present
✗FAQ or HowTo schema
✓Strong classic SEO foundation

Gemini draws heavily from Google's index and structured, question-answer content.

All AI Crawlers

Status of every known AI crawler user-agent detected in your robots.txt analysis. Blocking a bot prevents that engine from reading and citing your content.

User-agent	Provider	Access
GPTBot	OpenAI / ChatGPT	Allowed (default)
OAI-SearchBot	OpenAI / ChatGPT	Allowed (default)
ChatGPT-User	OpenAI / ChatGPT	Allowed (default)
PerplexityBot	Perplexity	Allowed (default)
Perplexity-User	Perplexity	Allowed (default)
ClaudeBot	Anthropic / Claude	Allowed (default)
Claude-Web	Anthropic / Claude	Allowed (default)
anthropic-ai	Anthropic / Claude	Allowed (default)
Google-Extended	Google / Gemini	Allowed (default)
Applebot-Extended	Apple Intelligence	Allowed (default)
CCBot	Common Crawl	Allowed (default)
Amazonbot	Amazon	Allowed (default)
Bytespider	ByteDance	Allowed (default)
Meta-ExternalAgent	Meta AI	Allowed (default)
cohere-ai	Cohere	Allowed (default)

"Allowed (default)" means no bot-specific rule was found — the site follows the global User-agent: * policy.

How to Measure AI Citations

Classic keyword rankings no longer capture how often AI engines recommend you. Track citation rate — the share of your target questions where your brand is mentioned or linked in an AI answer.

Sample queries manually: ask ChatGPT, Perplexity, Gemini and Google AI Overviews the questions your customers ask, and record whether you are cited.
Track AI referral traffic in GA4: create a segment for referrals from chatgpt.com, perplexity.ai, gemini.google.com and similar AI domains.
Use a citation tracker: tools like Profound, Otterly or Peec automate citation-rate sampling across engines.
Re-run this report after changes: improving the signals above (crawler access, structured data, answer-first content, statistics, freshness) is what moves citation rate over time.

Crawled Pages39

Total pages analyzed: 39

https://www.inclusion42.org
https://inclusion42.org/
https://inclusion42.org/dispositifs/
https://inclusion42.org/mdph/
https://inclusion42.org/accompagnement/
https://inclusion42.org/cadre-legal/
https://inclusion42.org/parcours/
https://inclusion42.org/ressources/
https://inclusion42.org/fiche-de-liaison/
https://inclusion42.org/annuaire/
https://inclusion42.org/articles/
https://inclusion42.org/notre-histoire/
https://inclusion42.org/contact/
https://inclusion42.org/informations-legales/
https://inclusion42.org/qui-sommes-nous/
https://www.inclusion42.org/informations-legales/
https://inclusion42.org
https://inclusion42.org/dispositifs
https://inclusion42.org/mdph
https://inclusion42.org/accompagnement
https://inclusion42.org/cadre-legal
https://inclusion42.org/parcours
https://inclusion42.org/ressources
https://inclusion42.org/fiche-de-liaison
https://inclusion42.org/annuaire
https://inclusion42.org/articles
https://inclusion42.org/notre-histoire
https://inclusion42.org/contact
https://inclusion42.org/informations-legales
https://inclusion42.org/qui-sommes-nous
https://www.inclusion42.org/informations-legales
https://www.inclusion42.org/mdph
https://www.inclusion42.org/cadre-legal
https://www.inclusion42.org/ressources
https://www.inclusion42.org/annuaire
https://inclusion42.org/accompagnement/pas-pole-dappui-a-la-scolarite
https://www.inclusion42.org/dispositifs
https://www.inclusion42.org/contact
https://inclusion42.org/category/accompagnement

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