AI Visibility Scorecard
FeedRobin: product feeds for Google, Meta and ChatGPT
feedrobin.com · E-commerce
Borderline visible. AI bots can crawl FeedRobin: product feeds for Google, Meta and ChatGPT, 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
#372,328 of 737,830 in E-commerce for AI visibility
5
AEO Visibility
iBorderline · 4.5/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
8
AI Adoption
iBasic · 8/100
About FeedRobin: product feeds for Google, Meta and ChatGPT
from our crawl and measurement
FeedRobin: product feeds for Google, Meta and ChatGPT describes itself simply: "Product feeds for Google Shopping, Meta, TikTok, ChatGPT and price comparators from one catalog. Fix feed errors before they cost sales; every channel included." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.5 out of 10.
Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
Fair
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 4.5/10, FeedRobin: product feeds for Google, Meta and ChatGPT is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for FeedRobin: product feeds for Google, Meta and ChatGPT
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.
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Source & Attribution
Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/feedrobin
Cite this score: Engagemii (2026). "AEO Score for FeedRobin: product feeds for Google, Meta and ChatGPT." Retrieved from https://engagemii.com/aeo/brands/feedrobin
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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