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AI Visibility Scorecard
collectiveefficacy.com
collectiveefficacy.com · Technology
Monitoring for AI engine activity
In the Engagemii AEO index
?
/10
AEO Score
About collectiveefficacy.com
from our crawl and measurement
collectiveefficacy.com works in Technology. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.9 out of 10.
What holds it back is credibility markers like credentials or reviews, structured data describing the business, a clearly stated business identity, the first things an answer engine looks for.
Off the page there is almost nothing to corroborate it: almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business. That half of the score is earned elsewhere on the web, not on the site itself.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
2
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
3
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
-
Not yet measured.
Domain Authority
-
Not yet measured.
Reference Presence
-
Not yet measured.
News & Press
-
Not yet measured.
Community
-
Not yet measured.
Social Mentions
-
Not yet measured.
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.
Is this your brand?
The exact fixes for collectiveefficacy.com
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
What is AEO? The beginner's guide to Answer Engine Optimization
ChatGPT answered 200 million questions last month. Google's AI Overviews are showing up on millions of searches. Claude is running research for entire teams. The question isn't whether AI will shape how people find information. It already has.
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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/collectiveefficacy
Cite this score: Engagemii (2026). "AEO Score for collectiveefficacy.com." Retrieved from https://engagemii.com/aeo/brands/collectiveefficacy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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