#274,274 OF 731,435 IN E-COMMERCE
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AI Visibility Scorecard
FRED
fredpod.com · E-commerce
Borderline visible. AI bots can crawl FRED, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#274,274 of 731,435 in E-commerce for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
55
Muse Index Score
iAI agent readiness
Agent-ready · 55/100
4
AI Adoption
iBasic · 4/100
About FRED
from our crawl and measurement
"Plateforme de fabrication et d’expédition à la demande pour les vendeurs de créations 3D." That is how Impression 3D multicolore à la demande pour e-commerce introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Our crawl found structured data on the page (Organization, WebSite, FAQPage), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 4.7/10, FRED is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
On fabrique la suite ensemble ?
La bêta ouvre progressivement. Inscrivez-vous, on vous prévient dès que c'est votre tour.Votre adresse e-mailDemander mon accèsUniquement pour vous prévenir de l'ouverture. Pas de spam.FREDÀ proposTarifs et fonctionnementCatalogue et créationsBlogDocumentationDevenir fabricant© 2026 FRED. Impression 3D à la demande. Accès sur invitation pendant la bêta privée.
Is this your brand?
The exact fixes for FRED
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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.
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Source & Attribution
Scored by Engagemii on September 25, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fredpod
Cite this score: Engagemii (2026). "AEO Score for FRED." Retrieved from https://engagemii.com/aeo/brands/fredpod
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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