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AI Visibility Scorecard
Menu Price Guide
menupriceguide.com · Food & Beverage
Borderline visible. AI bots can crawl Menu Price Guide, 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
#816,282 of 1,354,826 in Food & Beverage for AI visibility
3.9
/10
AEO Score
About Menu Price Guide
from our crawl and measurement
"Menu Price Guide provides updated restaurant and fast food menus, prices, and nutrition information for top U.S. chains like McDonald’s, KFC, and Subway." That is how Menu Price Guide US Fast Food & Restaurant Menus & Prices August 2026 introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.9 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), 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
9
Clear headings and answer-style content.
Entity Clarity
6
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
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion 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 3.9/10, Menu Price Guide is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Menu Price Guide
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on August 22, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/menupriceguide
Cite this score: Engagemii (2026). "AEO Score for Menu Price Guide." Retrieved from https://engagemii.com/aeo/brands/menupriceguide
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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