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AI Visibility Scorecard
Ted Drewes Frozen Custard
teddrewes.com · restaurants
Somewhat visible. AI bots can read Ted Drewes Frozen Custard, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#9,368 of 515,767 in E-commerce for AI visibility
6.5
/10
AEO Score
About Ted Drewes Frozen Custard
from our crawl and measurement
Ted Drewes Frozen Custard describes itself simply: "Voted World's Best Ice Cream! For concretes, sundaes, ice cream, shakes, and malts visit Ted Drewes, a St. Louis tradition." Its AI visibility score is 6.5 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data. What holds it back is credibility markers like credentials or reviews.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established and press coverage is thin. Beyond that, AI engines do not yet recognise it as a distinct business, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
8
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
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
1
Press and news coverage.
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 6.5/10, Ted Drewes Frozen Custard has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Ted Drewes Frozen Custard
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Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/teddrewes
Cite this score: Engagemii (2026). "AEO Score for Ted Drewes Frozen Custard." Retrieved from https://engagemii.com/aeo/brands/teddrewes
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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