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AI Visibility Scorecard
opentofeedback.com · Education
Borderline visible. AI bots can crawl Open to Feedback, 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
#709,550 of 868,770 in Education for AI visibility
3.5
/10
AEO Score
from our crawl and measurement
Open to Feedback is a business whose own site puts it this way: "Practical tools, mindset shifts and a structured course to help you become open to feedback, at work, at home, and in every relationship that matters." 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 (Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
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 3.5/10, Open to Feedback is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Open to Feedback
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/opentofeedback
Cite this score: Engagemii (2026). "AEO Score for Open to Feedback." Retrieved from https://engagemii.com/aeo/brands/opentofeedback
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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