AI Visibility Scorecard
Cfeedback
cfeedback.com · Technology
Somewhat visible. AI bots can read Cfeedback, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
ChatGPT · Claude · Apple Intelligence · Meta AI
#269,487 of 2,706,693 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.7/10
75
Muse Index Score
iAI agent readiness
Transactable · 75/100
12
AI Adoption
iBasic · 12/100
About Cfeedback
from our crawl and measurement
Cfeedback is a business whose own site puts it this way: "Capture peer video testimonials, extract the belonging line, generate AI peer videos, and match each visitor to the voice that closes. Built for founder-led SaaS." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.7 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite, SoftwareApplication), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 2 times in our tracking, including GPTBot (ChatGPT).
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
Good
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.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
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 5.7/10, Cfeedback has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Cfeedback
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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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cfeedback
Cite this score: Engagemii (2026). "AEO Score for Cfeedback." Retrieved from https://engagemii.com/aeo/brands/cfeedback
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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