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AI Visibility Scorecard

Catalyst Consulting

Catalyst Consulting

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catalystconsultingmt.com · Professional Services

Borderline visible. AI bots can crawl Catalyst Consulting, 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 3 times

Claude · ChatGPT

#341,869 of 510,116 in Professional Services for AI visibility

4

AEO Visibility

i

Near-invisible · 3.9/10

10

Muse Index Score

i

AI agent readiness

Basic · 10/100

0

AI Adoption

i

None detected · 0/100

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About Catalyst Consulting

from our crawl and measurement

"Build Trust. Inspire Action. Achieve Results. Leaders can feel overwhelmed as they struggle to connect with their communities or effectively communicate their initiatives." That is how Catalyst Consulting introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.9 out of 10.

The site gets some of it right: it has structured data on the page (WebSite), an llms.txt file for AI models, a sitemap. What holds it back is what is absent, including a heading structure that lays out what it offers.

AI crawlers have visited the site 2 times in our tracking, so the engines are already looking.

Industry · Professional Services
Last scored · Aug 6, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

4

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

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

9

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

5

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

1

Established authority for your domain.

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 3.9/10, Catalyst Consulting is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Catalyst Consulting: How-To

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 6, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/catalystconsultingmt

Cite this score: Engagemii (2026). "AEO Score for Catalyst Consulting." Retrieved from https://engagemii.com/aeo/brands/catalystconsultingmt

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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