AI Visibility Scorecard
Clear the Friction Ltd
clearthefriction.com · Professional Services
Borderline visible. AI bots can crawl Clear the Friction 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#241,871 of 526,401 in Professional Services for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Clear the Friction Ltd
from our crawl and measurement
Business Improvement for Established SMEs, based in Sedgley, West Midlands, describes itself simply: "Clear the Friction helps established SMEs find operational friction, focus their teams and fix what matters for stronger commercial performance." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Our crawl found structured data on the page (Organization, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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 4.7/10, Clear the Friction Ltd is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Are we right for you?
We work best with:Established SMEs when: The business is growing, but it feels harder to run. The owner or Senior Leadership Team is carrying too much. Managers need to step up. Process issues are affecting customers. Sales teams are busy but not disciplined enough. Margin needs protecting. The business has outgrown informal ways of working. We are probably not right if: You want motivational coaching.
Is this your brand?
The exact fixes for Clear the Friction 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.
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Source & Attribution
Scored by Engagemii on September 22, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/clearthefriction
Cite this score: Engagemii (2026). "AEO Score for Clear the Friction Ltd." Retrieved from https://engagemii.com/aeo/brands/clearthefriction
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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