AI Visibility Scorecard
Feefo for Business
api.feefo.com · Technology
At 3.5/10, Feefo for Business is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Entity Presence, News Mentions and Community. That is fixable, and the signals below show where to start.
AI engines read this profile 12 times
Meta AI · Claude · ChatGPT
58
AI Naming Predictability
iRarely named · 58/100
Technology average 28
Top 11% of Technology
See what's behind this score →3.5
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
Technology average 17
See what's behind this score →8
About Feefo for Business
from our crawl and measurement
"Our review platform helps businesses and consumers make better decisions based on authentic customer feedback from customer and product reviews." That is how Feefo for Business of Petersfield, Hampshire introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found structured data on the page (VideoObject, Organization) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have read this profile 12 times in our tracking, including Meta AI, ClaudeBot (Anthropic) and GPTBot (ChatGPT).
- Company ·
- Feefo for Business
- Website ·
- api.feefo.com
- Industry ·
- Technology
- Location ·
- Petersfield, Hampshire
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 7, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 3.5/10, Feefo for Business is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Feefo for Business
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on November 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/api-feefo
Cite this score: Engagemii (2026). "AEO Score for Feefo for Business." Retrieved from https://engagemii.com/aeo/brands/api-feefo
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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