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AI Visibility Scorecard
Public Insights
ilnetwork.info · Technology
Borderline visible. AI bots can crawl Public Insights, 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
#1,467,359 of 2,637,181 in Technology for AI visibility
4.4
/10
AEO Score
About Public Insights
from our crawl and measurement
"Unlock the power of UK public data. Cradle streamlines data collection on people and businesses to enhance OSINT investigations and drive better outcomes." That is how Public Insights introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
The site gets some of it right: it has a clear heading structure, a clearly stated business identity, sitemaps and entity links AI can follow. What holds it back is what is absent, including structured data describing the business.
Off the page there is almost nothing to corroborate it: almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business. That half of the score is earned elsewhere on the web, not on the site itself.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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 4.4/10, Public Insights is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Public Insights
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 Public Insights.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ilnetwork-info
Cite this score: Engagemii (2026). "AEO Score for Public Insights." Retrieved from https://engagemii.com/aeo/brands/ilnetwork-info
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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