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AI Visibility Scorecard
chilicookoff.com · Nonprofits
Somewhat visible. AI bots can read ICS Chili, Inc., but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#13,088 of 620,510 in Nonprofits for AI visibility
6.5
/10
AEO Score
from our crawl and measurement
ICS Chili, Inc. is a business whose own site puts it this way: "We sanction nationwide chili cook-offs all year long, which raise money for charities and produce an annual World Champion!." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.5 out of 10, readable in places and missing in others.
On the page it is passable on a workable page structure, a partly stated business identity, a few credibility markers and partial sitemap and link coverage. What holds it back is the technical files AI engines look for, such as llms.txt or an open robots.txt and structured data describing the business.
Away from its own site, other sites link to it and it comes up on Reddit. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and nobody is discussing it where AI engines look. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
7
Reddit mentions and discussion.
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 6.5/10, ICS Chili, Inc. has a working base to build on - fixable, and the signals above are where to start.
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Weekly ChatGPT & Claude citation tracking
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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/chilicookoff
Cite this score: Engagemii (2026). "AEO Score for ICS Chili, Inc.." Retrieved from https://engagemii.com/aeo/brands/chilicookoff
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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