AI Visibility Scorecard
Plate Files
platefiles.com · Technology
Borderline visible. AI bots can crawl Plate Files, 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 2 times
Claude · Meta AI
#1,972,890 of 2,704,685 in Technology for AI visibility
4
AEO Visibility
iNear-invisible · 3.8/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
17
AI Adoption
iBasic · 17/100
About Plate Files
from our crawl and measurement
"Plate Files is an AI-powered web app that analyzes uploaded food images to estimate calories, nutrition facts, serving size, and diet-value insights, and can also suggest...." That is how Plate Files introduces itself. When AI engines look at it, they find little to work with. It scores 3.8 out of 10.
The site gets some of it right: it has structured data on the page (SoftwareApplication), a readable heading structure. What holds it back is what is absent, including an llms.txt file, a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 3.8/10, Plate Files is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why's the Plate Files useful?
Instant Analysis Get detailed nutritional information from any food image in seconds.
How to use it.?
1 Upload Photo Take a photo of your meal or upload an image of food on your phone, tablet or computer. 2 Activate Analysis The AI "looks" at the image to identify food items and sends back data on their nutritional content. 3 Read the results You get detailed nutritional information including calories, macronutrients, and other health insights. You also get recipe ideas.
Is this your brand?
The exact fixes for Plate Files
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 Plate Files.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/platefiles
Cite this score: Engagemii (2026). "AEO Score for Plate Files." Retrieved from https://engagemii.com/aeo/brands/platefiles
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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