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AI Visibility Scorecard

FounderCatalyst Ltd

FounderCatalyst Ltd

Unclaimed

foundercatalyst.com · Technology

Somewhat visible. AI bots can read FounderCatalyst Ltd, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 11 times

Meta AI · ChatGPT · Claude · Apple Intelligence

#87,120 of 2,658,720 in Technology for AI visibility

7

AEO Visibility

i

Visible · 6.5/10

45

Muse Index Score

i

AI agent readiness

Agent-ready · 45/100

4

AI Adoption

i

Basic · 4/100

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About FounderCatalyst Ltd

from our crawl and measurement

FounderCatalyst describes itself simply: "UK platform helping startup founders raise investment, manage equity, and set up share option schemes with fixed-price legal paperwork and expert guidance." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.5 out of 10, readable in places and missing in others.

Our crawl found structured data on the page (Organization), an llms.txt file for AI models and a sitemap.

AI crawlers have visited 6 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Meta AI.

Industry · Technology
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

6

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

9

Clear headings and answer-style content.

Entity Clarity

7

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

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

9

Inbound links from other sites.

Domain Authority

3

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 6.5/10, FounderCatalyst Ltd has a working base to build on - fixable, and the signals above are where to start.

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Picked for FounderCatalyst Ltd: AEO & AI Search

The AEO Checklist Every Small Business Owner Needs Right Now

Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.

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Source & Attribution

Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for FounderCatalyst Ltd." Retrieved from https://engagemii.com/aeo/brands/foundercatalyst

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

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