AI Visibility Scorecard
cipizza.com · Food & Beverage
Borderline visible. AI bots can crawl Cottage Inn Gourmet Pizza, 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.
AI engines read this profile 1 times
Claude
#378,019 of 1,391,842 in Food & Beverage for AI visibility
15
AI Naming Predictability
iRarely named · 15/100
Food & Beverage average 12
Top 26% of Food & Beverage
See what's behind this score →4
-
20
Muse Index Score
iAI agent readiness
Basic · 20/100
Food & Beverage average 18
See what's behind this score →0
0
from our crawl and measurement
"Fresh handmade dough. Premium ingredients. Gourmet flavor in every bite. Cottage Inn Gourmet Pizza delivers handcrafted pizzas, wings, pasta, and more. Order online for delivery or carryout." That is how Cottage Inn Gourmet Pizza introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
On the page it is passable on some structured data, a partly stated business identity, basic crawler access and partial sitemap and link coverage. What holds it back is a heading structure that lays out what it offers and credibility markers like credentials or reviews.
Off the page, almost no other sites link to it, 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.
It does link out to several social profiles, which helps engines tie the brand together.
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4/10, Cottage Inn Gourmet Pizza is crawlable but under-signaled - fixable, and the signals above are where to start.
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cipizza
Cite this score: Engagemii (2026). "AEO Score for Cottage Inn Gourmet Pizza." Retrieved from https://engagemii.com/aeo/brands/cipizza
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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