AI Visibility Scorecard
Focused Frog Ltd
focusedfrog.com · Professional Services
Borderline visible. AI bots can crawl Focused Frog Ltd, 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 7 times
Claude · Meta AI
#263,319 of 526,842 in Professional Services for AI visibility
5
AEO Visibility
iBorderline · 4.6/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Focused Frog Ltd
from our crawl and measurement
Focused Frog Ltd describes itself simply: "We help clients test assumptions, clarify value and scale with confidence.I founded Focused Frog Ltd to help universities, start-ups and investors make better commercial decisions around." When AI engines look at it, they find little to work with. It scores 4.6 out of 10.
Our crawl found structured data on the page (LocalBusiness), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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
Weak
No inbound links found yet.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.6/10, Focused Frog Ltd is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Focused Frog Ltd?
Focused Frog combines scientific understanding with deep commercial and operational experience across innovation-led businesses.Founder Dr Yvonne Davies has more than 20 years’ experience spanning biotechnology, life sciences, advanced technologies, commercialisation, licensing, fundraising, strategic partnerships and business growth, including senior leadership roles as CEO and CCO within technology.
Is this your brand?
The exact fixes for Focused Frog Ltd
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 Focused Frog Ltd.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/focusedfrog
Cite this score: Engagemii (2026). "AEO Score for Focused Frog Ltd." Retrieved from https://engagemii.com/aeo/brands/focusedfrog
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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