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AI Visibility Scorecard
Lestercast Ltd
lestercast.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Lestercast Ltd, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#73,045 of 234,582 in Manufacturing & Industrial for AI visibility
5.1
/10
AEO Score
About Lestercast Ltd
from our crawl and measurement
"Leading UK manufacturer of investment castings, supplying to multiple industries worldwide. Accredited with ISO 9001 & IATF 16949." That is how Investment Casting UK of 14 - 16 Ireton Avenue, Leicester introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Place, Organization, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
10
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
10
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 5.1/10, Lestercast Ltd has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Lestercast Ltd
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 Lestercast Ltd.
Source & Attribution
Scored by Engagemii on August 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lestercast
Cite this score: Engagemii (2026). "AEO Score for Lestercast Ltd." Retrieved from https://engagemii.com/aeo/brands/lestercast
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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