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AI Visibility Scorecard
Embedism Ltd
embedism.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Embedism Ltd, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#10,652 of 226,287 in Manufacturing & Industrial for AI visibility
6.1
/10
AEO Score
About Embedism Ltd
from our crawl and measurement
Embedism is a London business whose own site puts it this way: "ISO 9001 certified product design, engineering, and manufacturing consultancy based in Brixton, London." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, ProfessionalService), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
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
8
Inbound links from other sites.
Domain Trust
2
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 6.1/10, Embedism 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 Embedism Ltd
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Embedism Ltd.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/embedism
Cite this score: Engagemii (2026). "AEO Score for Embedism Ltd." Retrieved from https://engagemii.com/aeo/brands/embedism
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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