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AI Visibility Scorecard
Mr. Frank's Kitchen LLC
mrfrankskitchen.com · E-commerce
Somewhat visible. AI bots can read Mr. Frank's Kitchen LLC, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Meta AI
#177,850 of 646,471 in E-commerce for AI visibility
5.1
/10
AEO Score
About Mr. Frank's Kitchen LLC
from our crawl and measurement
Mr. Frank's Kitchen LLC, based in Bellingham, WA, describes itself simply: "Endless Possibilities.Our all natural, proprietary seasoning blends are made with 100% real spices, free from additives, non-GMO, and gluten-free, so you never have to compromise on quality." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite, LocalBusiness), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
8
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
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 5.1/10, Mr. Frank's Kitchen LLC has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Mr. Frank's Kitchen LLC
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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mrfrankskitchen
Cite this score: Engagemii (2026). "AEO Score for Mr. Frank's Kitchen LLC." Retrieved from https://engagemii.com/aeo/brands/mrfrankskitchen
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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