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AI Visibility Scorecard

Recollective

Recollective

Unclaimed

communityzero.com · Technology

Somewhat visible. AI bots can read Recollective, but it is missing the structured signals that push citation rate above competitors.

Monitoring for AI engine activity

In the Engagemii AEO index

#791,069 of 2,641,190 in Technology for AI visibility

5.1

/10

AEO Score

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About Recollective

from our crawl and measurement

Qualitative Research & Insight Community Platform, based in Ottawa, ON, describes itself simply: "Recollective is a qualitative research and insight community platform used by enterprise insights teams and market research agencies worldwide." When AI engines look at it, they find little to work with. It scores 4.9 out of 10.

Our crawl found structured data on the page (Organization, WebSite, WebPage), a sitemap and a readable heading structure. It is missing an llms.txt file.

Industry · Technology
Last scored · Aug 17, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

9

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

9

Clear headings and answer-style content.

Entity Clarity

10

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

4

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

9

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

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 5.1/10, Recollective has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Recollective

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Recollective: 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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Source & Attribution

Scored by Engagemii on August 17, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/communityzero

Cite this score: Engagemii (2026). "AEO Score for Recollective." Retrieved from https://engagemii.com/aeo/brands/communityzero

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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