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AI Visibility Scorecard

CatMa Consulting

CatMa Consulting

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catmaconsulting.com · Professional Services

Borderline visible. AI bots can crawl CatMa 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.

Monitoring for AI engine activity

In the Engagemii AEO index

#379,602 of 504,480 in Professional Services for AI visibility

4

AEO Visibility

i

Near-invisible · 3.6/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

0

AI Adoption

i

None detected · 0/100

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About CatMa Consulting

from our crawl and measurement

"Boutique consulting for pharmaceutical and medical device companies. Turning bold ideas into tangible results." That is how CatMa Consulting Strategic delivery for pharma & medical device leaders introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.

Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.

Industry · Professional Services
Last scored · Sep 15, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

6

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

4

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

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

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 3.6/10, CatMa Consulting is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for CatMa 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 September 15, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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