GEO Audit Report

marmiton.org

Audited on May 21, 2026

Critical

AI Analysis Summary

The marmiton.org page currently scores a critical 38/100, significantly hindering its potential for citation by generative AI models. Despite strong AI crawler access, the page suffers from major deficiencies in extractability, schema markup, and on-page trust, which limit AI's ability to process and cite its content effectively. Urgent, fundamental improvements are required to its content structure and data presentation to improve its generative engine optimization.

Performance Overview

Category Breakdown

Excellent

AI Crawler Access

All 5 AI crawlers (GPTBot, ChatGPT-User, PerplexityBot, ClaudeBot, Google-Extended) are allowed
No llms.txt file found — consider adding one at /llms.txt to expose a curated, AI-friendly site index

Excellent

Entity Consistency

Organization schema present with name "Marmiton"
sameAs links to 8 distinct platforms — strong entity consistency
Brand name "Marmiton" is identical across schema, og:site_name, and <title> — consistent entity signal
Brand "Marmiton" appears 41 times in body content

Critical

Citability (Structure)

Missing H1 tag — add a single primary heading
15 H2 subheadings provide scannable structure
21 lists (8.9/1000 words) — strong machine-readable density
No tables found — add a comparison or data table where relevant

Critical

Extractability

No TL;DR / Key Takeaways block found — add one near the top (3–5 bullets) as a primary AI citation target
Only 1/15 H2 sections open with a 40–60 word direct answer — aim for most sections
14/15 section openings start with pronouns or filler — rewrite to stand alone
8 H2 section(s) in the top third but none have a direct, self-contained answer opening — these are your highest-value real estate for AI citations

Critical

Schema Markup

WebSite schema found and valid
No Organization schema detected — consider adding one
No Article schema detected — consider adding one
No FAQPage schema detected — consider adding one

Critical

Content Authority

No author byline found — add author name and bio to establish authority
No original data, first-hand voice, or statistics detected — add specific numbers from your own research
223 outbound links but none to recognized authoritative domains
No inline source attributions ("according to X", "per the Y report") — even unlinked source mentions strengthen GEO credibility

Critical

On-Page Trust

Only 1 named customer(s) detected — expand the logo wall
No third-party review ratings (G2, Capterra, Trustpilot, etc.) visible on page
No quantified case metrics found — AI engines prefer pages with specific numbers over vague claims
No security/compliance certifications referenced (SOC 2, HIPAA, GDPR, ISO 27001…)

Good

Freshness

Structured date found: published 2026-05-21
Date is in metadata but not visible on the page — render a 'Last updated' string for users and AI alike
Content is 0 days old — very fresh

Excellent

Technical SEO

Server-Rendered Content: Passed
Meta Title: Failed — Title is too long — trim to 60 characters or fewer
Meta Description: Passed
Canonical Tag: Passed

Server-Rendered Content2371 words rendered server-side

Meta Title84 characters: "Marmiton : 78149 recettes de cuisine commentées et notées pour toutes "

Title is too long — trim to 60 characters or fewer

Meta Description150 characters

Canonical Taghttps://www.marmiton.org/

Open Graph Tags3/3 tags present

Viewport Meta Tagwidth=device-width, initial-scale=1

HTTPSYes

Response Time1660ms

Content-Type Headertext/html

Language Attributefr

H1 TagMissing

Add exactly one H1 tag as the primary heading

Paragraph Density1.1 avg sentences/paragraph across 21 paragraphs

Good

Brand Presence (SERP)

Strong Reddit presence: 10 mentions found
Strong LinkedIn presence: 10 mentions found
5 general web mention(s) found
Brand mentioned across 3 platforms — good diversity

Action Plan

Prioritized recommendations to improve your AI SEO readiness

#	Recommendation	Impact	Effort	Category
1	Add a primary H1 heading The page is missing a crucial H1 tag, which is fundamental for both user experience and AI content understanding. Add a descriptive H1 that accurately reflects the page's main topic to improve content hierarchy and citability.	high	low	Citability
2	Add a concise TL;DR summary block The absence of a TL;DR block immediately after the introduction significantly hinders AI's ability to quickly grasp the main points and generate summarized answers. Add a 3-5 bullet point summary to improve extractability.	high	medium	Extractability
3	Improve H2 section opening sentences Only 1 out of 15 H2 sections have ideal, self-contained opening sentences. Rewrite H2 introductions to be more descriptive and avoid pronouns, allowing AI models to better understand the content of each section independently and enhance extractability.	high	medium	Extractability
4	Implement specific Recipe and FAQPage Schema Markup The page currently lacks specific schema types critical for a recipe website, significantly limiting AI's ability to extract structured data. Implement Recipe schema for individual recipes and FAQPage schema for any Q&A sections to improve discoverability and rich snippet eligibility.	high	medium	Schema Markup
5	Enhance on-page trust signals The page scores very low on on-page trust signals, lacking visible review ratings, security certifications, or quantified case metrics. Add relevant trust indicators such as customer reviews, security badges, or clear statements of user numbers to build credibility.	high	medium	On-Page Trust
6	Add author bios and clear source attributions The page lacks author bios and clear inline source attributions, which reduces its perceived authority and trustworthiness. Implement author information for content creators and provide visible, contextual citations for claims or data to bolster content authority.	medium	medium	Content Authority
7	Implement explicit term definitions No explicit term definitions were detected, which can make it harder for AI models to understand specialized vocabulary. Incorporate clear definitions for key terms, perhaps in a glossary or alongside their first mention, to improve extractability.	medium	medium	Extractability
8	Shorten the Meta Title The current meta title (84 characters) is truncated in search results, potentially impacting click-through rates. Shorten the meta title to fall within the optimal character range (e.g., 50-60 characters) for better SERP presentation.	low	low	Technical SEO

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Scored using the published methodology · What is GEO?