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AI Visibility Scorecard
CollabBuy — Group Buying, Built on Trust
collabbuy.com · Travel & Hospitality
Borderline visible. AI bots can crawl CollabBuy — Group Buying, Built on Trust, 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
#333,374 of 412,617 in Travel & Hospitality for AI visibility
3.5
/10
AEO Score
About CollabBuy — Group Buying, Built on Trust
from our crawl and measurement
CollabBuy Group Buying, Built on Trust is a business whose own site puts it this way: "CollabBuy lets you pool money with others to buy goods cheaper in bulk, with trustless escrow and a cryptographic Split-PIN so no single person can run off with the funds." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
3
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
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
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.
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 3.5/10, CollabBuy — Group Buying, Built on Trust is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for CollabBuy — Group Buying, Built on Trust
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for CollabBuy — Group Buying, Built on Trust.
Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/collabbuy
Cite this score: Engagemii (2026). "AEO Score for CollabBuy — Group Buying, Built on Trust." Retrieved from https://engagemii.com/aeo/brands/collabbuy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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