AI Visibility Scorecard
Feedback Frames
feedbackframes.com · Media & Entertainment
Somewhat visible. AI bots can read Feedback Frames, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
Claude · Meta AI · Apple Intelligence · ShapBot
#101,781 of 1,966,762 in Media & Entertainment for AI visibility
6
AEO Visibility
iVisible · 6.1/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Feedback Frames
from our crawl and measurement
"The best in-person tool to see collective opinions, quickly and reliably.DISCOVER MORE What are Feedback Frames?." That is how Feedback Frames introduces itself. Its AI visibility score is 6.1 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 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
Good
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
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
Strong
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 6.1/10, Feedback Frames has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What are Feedback Frames?
Traditional group opinion techniques are riddled with inefficiencies and social biases. Complicated online tools add unnecessary friction. Feedback Frames are simple analog tools for secret score voting on many options. Participants rate each idea by dropping a token in a range of slots that are hidden by a cover, with results later revealed as a visual graph of opinions. Play VideoWatch the 90 second intro video
Is this your brand?
The exact fixes for Feedback Frames
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/feedbackframes
Cite this score: Engagemii (2026). "AEO Score for Feedback Frames." Retrieved from https://engagemii.com/aeo/brands/feedbackframes
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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