AI Visibility Scorecard
Tom Chenault
tomchenault.com · Media & Entertainment
Somewhat visible. AI bots can read Tom Chenault, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 17 times
Meta AI · Claude
#7,317 of 1,967,019 in Media & Entertainment for AI visibility
7
AEO Visibility
iVisible · 6.9/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Tom Chenault
from our crawl and measurement
Tom Chenault describes itself simply: "Tom Chenault is an author, relationship expert, and host of the Legacy Leadership Show, the longest-running home-based business radio show in the world, on air since 1999." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.9 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite, Person, Organization), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Strong
Recognized in AI knowledge graphs.
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 6.9/10, Tom Chenault has a working base to build on - fixable, and the signals above are where to start.
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Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tomchenault
Cite this score: Engagemii (2026). "AEO Score for Tom Chenault." Retrieved from https://engagemii.com/aeo/brands/tomchenault
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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