AI Visibility Scorecard
Lemon
monforfait.com · Technology
Borderline visible. AI bots can crawl Lemon, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 1 times
Claude
#2,117,815 of 2,705,025 in Technology for AI visibility
4
AEO Visibility
iNear-invisible · 3.5/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Lemon
from our crawl and measurement
Lemon is a business whose own site puts it this way: "Vous souhaitez changer d'abonnement internet, de forfait mobile ou de box Internet ? Lemon compare l'ensemble des offres des opérateurs pour vous aider à payer moins cher vos abonnements." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 3.5/10, Lemon is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Pourquoi choisir Lemon.fr pour comparer vos abonnements ?
Service 100% gratuitLemon vous recommande les meilleures offres disponibles actuellement pour économiser sur ses abonnements.On ne sait rien sur vousEt on s'en fiche ! Pas de numéro de tel, d'adresse ou de pièce d'identité pour utiliser Lemon.Prix des forfaits mis à jour quotidiennementPrix et offres mis à jour quotidiennement par nos équipes expertes.
Is this your brand?
The exact fixes for Lemon
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Lemon.
Source & Attribution
Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/monforfait
Cite this score: Engagemii (2026). "AEO Score for Lemon." Retrieved from https://engagemii.com/aeo/brands/monforfait
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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