AI Visibility Scorecard
Last Fries
lastfries.com · Food & Beverage
Borderline visible. AI bots can crawl Last Fries, 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
#1,182,366 of 1,392,203 in Food & Beverage for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Last Fries
from our crawl and measurement
Last Fries is one of the businesses we track in the Food & Beverage space. When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Fair
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
Fair
Sitemaps and entity links AI can follow.
Off-page authority
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.
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 3.5/10, Last Fries is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Last Fries?
At Last Fries, we believe that every order deserves perfection. We use only the finest potatoes, fresh daily, and cook them in small batches to ensure crispy excellence. Our secret blend of seasonings and dedication to quality makes every bite memorable. Whether it's our classic fries, loaded specialties, or premium drinks, we never compromise on taste. Last One, Best One – that's our promise to you.
Is this your brand?
The exact fixes for Last Fries
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Last Fries.
Source & Attribution
Scored by Engagemii on October 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lastfries
Cite this score: Engagemii (2026). "AEO Score for Last Fries." Retrieved from https://engagemii.com/aeo/brands/lastfries
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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