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AI Visibility Scorecard
llcog.org · Nonprofits
Borderline visible. AI bots can crawl llcog, 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
#547,238 of 621,863 in Nonprofits for AI visibility
3.3
/10
AEO Score
from our crawl and measurement
"CLICK BELOW TO TO GET REGISTEREDWe walk slower through the crowdSERVICE TIMES SUNDAY MORNING SERVICE Weekly at 10:30AM MID-WEEK SERVICE Wednesdays at 6:30PMMore than just another Church." That is how llcog introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.3 out of 10.
On the page itself the strengths are clear: crawler access and the files AI engines look for. It is passable on a workable page structure and a partly stated business identity. What holds it back is structured data describing the business, sitemaps and entity links AI can follow and credibility markers like credentials or reviews.
Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
There is not much on the page to read either, about 112 words. It does link out to several social profiles, which helps engines tie the brand together.
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
8
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
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.
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 3.3/10, llcog is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for llcog
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Weekly ChatGPT & Claude citation tracking
Here's the moment that happens on nonprofit websites every single day.
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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/llcog-org
Cite this score: Engagemii (2026). "AEO Score for llcog." Retrieved from https://engagemii.com/aeo/brands/llcog-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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