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AI Visibility Scorecard
PDQ Mechanical Ltd
pdqmechanical.com · Home & Living
Somewhat visible. AI bots can read PDQ Mechanical Ltd, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#316,806 of 1,244,256 in Home & Living for AI visibility
5.1
/10
AEO Score
About PDQ Mechanical Ltd
from our crawl and measurement
PDQ Mechanical Ltd describes itself simply: "Looking for a commercial mechanical contractor in Edmonton? We handle builds, renovations & plumbing. Dependable delivery. Request a quote today." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.5 out of 10.
On the page itself the strengths are clear: a clearly stated business identity and crawler access and the files AI engines look for. It is passable on a workable page structure. What holds it back is credibility markers like credentials or reviews, structured data describing the business and sitemaps and entity links AI can follow.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
7
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
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
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, PDQ Mechanical 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 PDQ Mechanical 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 PDQ Mechanical Ltd.
Source & Attribution
Scored by Engagemii on July 15, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pdqmechanical
Cite this score: Engagemii (2026). "AEO Score for PDQ Mechanical Ltd." Retrieved from https://engagemii.com/aeo/brands/pdqmechanical
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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