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AI Visibility Scorecard
collabier.com
collabier.com · E-commerce
Borderline visible. AI bots can crawl collabier.com, 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
#435,581 of 551,891 in E-commerce for AI visibility
3.4
/10
AEO Score
About collabier.com
from our crawl and measurement
Explore, discover and delight yourself with our selection of craft beer. describes itself simply: "Explore a universe of craft beer in our online shop. From the revolutionary Punk IPA to the seductive Hazy Jane, freshly canned fresh beer." When AI engines look at it, they find little to work with. It scores 3.4 out of 10.
The site 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
5
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
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 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 3.4/10, collabier.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for collabier.com
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for collabier.com.
Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/collabier
Cite this score: Engagemii (2026). "AEO Score for collabier.com." Retrieved from https://engagemii.com/aeo/brands/collabier
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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