AI Visibility Scorecard
Fluid Advisory Ltd
fluidadvisory.com · Technology
Borderline visible. AI bots can crawl Fluid Advisory 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 1 times
Claude
#1,682,748 of 2,705,025 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4.3/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
17
AI Adoption
iBasic · 17/100
About Fluid Advisory Ltd
from our crawl and measurement
Fluid Advisory Ltd is a London business whose own site puts it this way: "Fluid Advisory Ltd is an AI consultancy that designs and builds custom AI software for businesses. From strategy and auditing to development, deployment, and training." When AI engines look at it, they find little to work with. It scores 4.3 out of 10.
Our crawl found structured data on the page (Organization, ProfessionalService, ItemList), 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
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 4.3/10, Fluid Advisory Ltd is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Fluid Advisory Ltd
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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.
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Source & Attribution
Scored by Engagemii on September 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fluidadvisory
Cite this score: Engagemii (2026). "AEO Score for Fluid Advisory Ltd." Retrieved from https://engagemii.com/aeo/brands/fluidadvisory
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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