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AI Visibility Scorecard
Doity Engineering Ltd
doity.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Doity Engineering Ltd, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Meta AI
#10,651 of 222,726 in Manufacturing & Industrial for AI visibility
6.1
/10
AEO Score
About Doity Engineering Ltd
from our crawl and measurement
Doity Engineering Ltd describes itself simply: "Doity Engineering is an engineering company based in Rochdale. We specialise in a range of products such as mezzanine floors & crane end carriages." Its AI visibility score is 6.1 out of 10: the engines can find it, but they do not have much to hold on to.
Under the hood there is structured data on the page (WebPage, BreadcrumbList, WebSite) and a sitemap and a readable heading structure, but the score is capped by what is missing: an llms.txt file.
Our monitoring has logged 2 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
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
9
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
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 Trust
3
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, Doity Engineering 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 Doity Engineering 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 Doity Engineering Ltd.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/doity
Cite this score: Engagemii (2026). "AEO Score for Doity Engineering Ltd." Retrieved from https://engagemii.com/aeo/brands/doity
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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