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AI Visibility Scorecard
Forges Pinay
forgespinay.com · Food & Beverage
Borderline visible. AI bots can crawl Forges Pinay, 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 5 times
Claude · ChatGPT · Meta AI
#741,380 of 1,362,519 in Food & Beverage for AI visibility
4.1
/10
AEO Score
About Forges Pinay
from our crawl and measurement
Forges Pinay describes itself simply: "Bienvenue sur le site de l'entreprise Forges Pinay, experte en forges à froid. Venez découvrir la qualité de nos produits, ainsi que la fiabilité de nos équipements." When AI engines look at it, they find little to work with. It scores 4.1 out of 10.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 4.1/10, Forges Pinay is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Forges Pinay
Which AI engines already crawl you
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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 Forges Pinay.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/forgespinay
Cite this score: Engagemii (2026). "AEO Score for Forges Pinay." Retrieved from https://engagemii.com/aeo/brands/forgespinay
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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