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AI Visibility Scorecard
Ryan Lahti
ryanlahti.com · Food & Beverage
Somewhat visible. AI bots can read Ryan Lahti, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Meta AI
#161,408 of 1,354,826 in Food & Beverage for AI visibility
5.5
/10
AEO Score
About Ryan Lahti
from our crawl and measurement
Ryan Lahti describes itself simply: "In part 1 of Ryan Lahti's Leveraging Thought Leadership conversation with Peter Winick, Ryan shares the reason he focuses on STEM organizations." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.5 out of 10, readable in places, missing in others.
Under the hood there is crawler access and the files AI engines look for and a clearly stated business identity and a clear heading structure, but the score is capped by what is missing: structured data describing the business, credibility markers like credentials or reviews.
Off the page the picture is mixed: other sites link to it, but AI engines do not yet recognise it as a distinct business and there is no press coverage to draw on.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
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 5.5/10, Ryan Lahti has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Ryan Lahti
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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ryanlahti
Cite this score: Engagemii (2026). "AEO Score for Ryan Lahti." Retrieved from https://engagemii.com/aeo/brands/ryanlahti
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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