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AI Visibility Scorecard
The Hungry Toad
thehungrytoad.com · Food & Beverage
Somewhat visible. AI bots can read The Hungry Toad, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#73,475 of 1,416,530 in Food & Beverage for AI visibility
5.9
/10
AEO Score
About The Hungry Toad
from our crawl and measurement
"Experience Boulder’s best British pub! The Hungry Toad serves classic English fare, craft beer, and community vibes in a cozy, historic setting." That is how The Hungry Toad introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.9 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite, Organization, LocalBusiness), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
9
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
7
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
9
Inbound links from other sites.
Domain Trust
2
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.
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 5.9/10, The Hungry Toad has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Hungry Toad
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your Ingredient Label Has a Story. Is Anyone Telling It?
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/thehungrytoad
Cite this score: Engagemii (2026). "AEO Score for The Hungry Toad." Retrieved from https://engagemii.com/aeo/brands/thehungrytoad
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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