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AI Visibility Scorecard
Lori
lorilinstruth.com · Food & Beverage
Somewhat visible. AI bots can read Lori, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#312,499 of 1,352,981 in Food & Beverage for AI visibility
5.1
/10
AEO Score
About Lori
from our crawl and measurement
"March 23, 2026March 15, 2026 by Lori A few days ago I sat down at my desk with a 70-year-old typewriter in front of me and a 1920s typing instruction manual propped up beside it." That is how 35 Boxes introduces itself. When AI engines look at it, they find little to work with. It scores 3.7 out of 10.
Our crawl found structured data on the page (WebPage, CollectionPage, BreadcrumbList), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
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
1
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
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, Lori has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Lori
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Lori.
Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lorilinstruth
Cite this score: Engagemii (2026). "AEO Score for Lori." Retrieved from https://engagemii.com/aeo/brands/lorilinstruth
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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