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AI Visibility Scorecard
ModLinQ
modlinq.com · E-commerce
Somewhat visible. AI bots can read ModLinQ, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#156,819 of 528,432 in E-commerce for AI visibility
5.1
/10
AEO Score
About ModLinQ
from our crawl and measurement
ModLinQ is a business whose own site puts it this way: "ModLinQ is the social network and parts marketplace for car enthusiasts, track your build, link verified parts, RSVP to local meets, and connect with owners of every model." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
7
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
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
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 5.1/10, ModLinQ has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for ModLinQ
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.
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Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/modlinq
Cite this score: Engagemii (2026). "AEO Score for ModLinQ." Retrieved from https://engagemii.com/aeo/brands/modlinq
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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