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AI Visibility Scorecard

ISTL

ISTL

Unclaimed

istl.com · Manufacturing & Industrial

Somewhat visible. AI bots can read ISTL, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 4 times

Claude · Meta AI

#30,656 of 237,152 in Manufacturing & Industrial for AI visibility

5.7

/10

AEO Score

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About ISTL

from our crawl and measurement

"Headquartered in the heart of the UK, IST Limited serves an extensive international client base with a world-leading range of smart building products, including our brands below." That is how ISTL introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.7 out of 10, readable in places and missing in others.

Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.

AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.

Industry · Manufacturing & Industrial
Last scored · Aug 11, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

Clear headings and answer-style content.

Entity Clarity

6

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

4

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

6

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

9

Inbound links from other sites.

Domain Authority

3

Established authority for your domain.

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 5.7/10, ISTL has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for ISTL

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for ISTL: How-To

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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Free signup unlocks the full article plus your personalized AEO fix list for ISTL.

Source & Attribution

Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/istl

Cite this score: Engagemii (2026). "AEO Score for ISTL." Retrieved from https://engagemii.com/aeo/brands/istl

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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