AI Visibility Scorecard
1QG Group Limited
cranleighcc.com · Other
Borderline visible. AI bots can crawl 1QG Group Limited, 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
3
AEO Visibility
iNear-invisible · 3.1/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
0
AI Adoption
iNone detected · 0/100
About 1QG Group Limited
from our crawl and measurement
"1QG Group is a holding company of Constancia, an EPM consultancy that prepares multi-entity finance data for controlled AI use. Constancia diagnoses the data model before quoting." That is how cranleighcc.com of London, London introduces itself. When AI engines look at it, they find little to work with. It scores 3.1 out of 10.
Our crawl found structured data on the page (Organization, WebSite, ProfessionalService), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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 3.1/10, 1QG Group Limited is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for 1QG Group Limited
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on September 23, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cranleighcc
Cite this score: Engagemii (2026). "AEO Score for 1QG Group Limited." Retrieved from https://engagemii.com/aeo/brands/cranleighcc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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