AI Visibility Scorecard
Tom Loebenstein — Selling AI to buyers who don't speak AI.
tomloebenstein.com · Technology
Borderline visible. AI bots can crawl Tom Loebenstein — Selling AI to buyers who don't speak AI., 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 1 times
Claude
#1,863,169 of 2,704,685 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
12
AI Adoption
iBasic · 12/100
About Tom Loebenstein — Selling AI to buyers who don't speak AI.
from our crawl and measurement
Tom Loebenstein Selling AI to buyers who don't speak AI. describes itself simply: "Tom Loebenstein, AI-native go-to-market operator and enterprise SaaS seller. I build the ICP, the pipeline, and the motion from nothing, then grow it from zero to thousands." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and 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
Fair
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 4/10, Tom Loebenstein — Selling AI to buyers who don't speak AI. is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Tom Loebenstein — Selling AI to buyers who don't speak AI.
Which AI engines already crawl you
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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 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tomloebenstein
Cite this score: Engagemii (2026). "AEO Score for Tom Loebenstein — Selling AI to buyers who don't speak AI.." Retrieved from https://engagemii.com/aeo/brands/tomloebenstein
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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