Collective Reflection

Name: Collective Reflection - AI Visibility Score
Creator: Engagemii
Published: 2026-07-06T04:40:14.179Z
License: https://creativecommons.org/licenses/by/4.0/

Unclaimed

AEO Score: 4/10

Monitoring for AI engine activity

In the Engagemii AEO index

collective-reflection.com

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. Two-thirds of websites are invisible to them. Collective Reflection just got measured.

4/10 means Collective Reflection is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.

About Collective Reflection

Connect through Curiosity You're here because you want to open your mind to new people and ideas while expanding empathy for others.

Key Topics

Connect through Curiosity

Details

Industry: Education

collective-reflection.com

AI Visibility Breakdown

Structured Data

Content Structure

Entity Clarity

E-E-A-T Signals

Technical AEO

AI Discoverability

Is this your brand?

Claim free. You'll see:

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Your full 6-category score breakdown

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Exact fixes: robots.txt, schema, llms.txt

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AI bot crawls from ChatGPT, Claude, Perplexity, Gemini

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Picked for Collective Reflection: How-To

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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