#76,901 OF 355,802 IN AUTOMOTIVE
SCORE HISTORY BEGINS 2026-09-17
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AI Visibility Scorecard
Catalyst
basecatalyst.com · Automotive
Somewhat visible. AI bots can read Catalyst, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#76,901 of 355,802 in Automotive for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
17
AI Adoption
iBasic · 17/100
About Catalyst
from our crawl and measurement
Catalyst The Inbound Engine for Hyper Growth B2B Companies Catalyst is a business whose own site puts it this way: "Catalyst is a B2B marketing agency that helps companies get recommended when buyers ask AI assistants like ChatGPT for advice." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 5.1/10, Catalyst has a working base to build on - fixable, and the signals above are where to start.
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Catalyst.
Source & Attribution
Scored by Engagemii on September 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/basecatalyst
Cite this score: Engagemii (2026). "AEO Score for Catalyst." Retrieved from https://engagemii.com/aeo/brands/basecatalyst
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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