AI Visibility Scorecard
The Catalytic Customer
catalyticcustomer.com · Professional Services
Borderline visible. AI bots can crawl The Catalytic Customer, 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 12 times
Meta AI · Claude · ChatGPT · Apple Intelligence
#135,972 of 528,923 in Professional Services for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Professional Services average 8
Top 13% of Professional Services
See what's behind this score →4
-
Network Authority
iNot connected yet
Professional Services average 0.0
0 relationships · Professional Services average 1
See what's behind this score →30
Muse Index Score
iAI agent readiness
Basic · 30/100
Professional Services average 18
See what's behind this score →0
About The Catalytic Customer
from our crawl and measurement
The Catalytic Customer is a Petaluma, CA business whose own site puts it this way: "The Catalytic Customer is a groundbreaking book on using customer insights to drive innovation, accelerate product development, and improve go-to-market strategy." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
- Company ·
- The Catalytic Customer
- Website ·
- catalyticcustomer.com
- Industry ·
- Professional Services
- Location ·
- Petaluma, CA
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 9, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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
Strong
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
Fair
Inbound links from other sites.
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, The Catalytic Customer is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What if the problem isn't the process, but who you're listening to?
Innovation doesn’t stall because of a lack of ideas. It stalls because we’re listening to the wrong people—or not listening at all.The Catalytic Customer introduces a bold, practical way forward: stop chasing the average customer, and start learning from the ones who push you. The ones who challenge assumptions, see what others miss, and care enough to tell you the hard truths.
Is this your brand?
The exact fixes for The Catalytic Customer
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.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for The Catalytic Customer.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/catalyticcustomer
Cite this score: Engagemii (2026). "AEO Score for The Catalytic Customer." Retrieved from https://engagemii.com/aeo/brands/catalyticcustomer
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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