AI Visibility Scorecard
Bob Litwin
boblitwin.com · Sports & Recreation
Borderline visible. AI bots can crawl Bob Litwin, 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 3 times
Claude · Perplexity · ShapBot
#85,920 of 251,540 in Sports & Recreation for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Sports & Recreation average 17
Top 23% of Sports & Recreation
See what's behind this score →4
-
Network Authority
iNot connected yet
Sports & Recreation average 0.0
0 relationships · Sports & Recreation average 3
See what's behind this score →5
Muse Index Score
iAI agent readiness
Basic · 5/100
Sports & Recreation average 16
See what's behind this score →0
About Bob Litwin
from our crawl and measurement
"Hey all, I wanted to let you know that my book, a five year project, just hit the stands. Live the Best Story of Your Life: A World Champion's Guide to Lasting Change is one of those." That is how Bob Litwin of Sleeping Owl Point Lafayette, CO introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Bob Litwin
- Website ·
- boblitwin.com
- Industry ·
- Sports & Recreation
- Location ·
- Sleeping Owl Point Lafayette, CO
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Sep 29, 2026
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
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 read your site and name it in answers. At 4/10, Bob Litwin is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Bob Litwin
Which AI engines already crawl you
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on September 29, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/boblitwin
Cite this score: Engagemii (2026). "AEO Score for Bob Litwin." Retrieved from https://engagemii.com/aeo/brands/boblitwin
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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