AI Visibility Scorecard
fourseatsatthetable.com · Travel & Hospitality
At 1.21/10, 4 Seats at the Table is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Content Structure, E-E-A-T Signals and Technical AEO. That is fixable, and the signals below show where to start.
AI engines read this profile 1 times
Claude
Top 50% in Travel & Hospitality for AI visibility
4
AI Naming Predictability
iRarely named · 4/100
Travel & Hospitality average 11
See what's behind this score →1.21
AEO Visibility
iNear-invisible · 1.21/10
Travel & Hospitality average 1.4
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Travel & Hospitality average 4. Claim your page and Engagemii is your first.
See what's behind this score →30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
Travel & Hospitality average 17
See what's behind this score →0
from our crawl and measurement
4 Seats at the Table is a business whose own site puts it this way: "The only book for speakers that considers every perspective, talent side and booking side. Four seats, one conversation. Spring 2027." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 1.21 out of 10.
Our crawl found structured data on the page (Organization, WebSite, ImageObject). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have read this profile once in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 1.21/10, 4 Seats at the Table is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fourseatsatthetable
Cite this score: Engagemii (2026). "AEO Score for 4 Seats at the Table." Retrieved from https://engagemii.com/aeo/brands/fourseatsatthetable
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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