AI Visibility Scorecard
getflowcrews.com · Home & Living
Borderline visible. AI bots can crawl Hargreaves and Co, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#500,299 of 1,375,046 in Home & Living for AI visibility
5
AEO Visibility
iBorderline · 4.9/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Hargreaves and Co describes itself simply: "Plumbing, heating and electrics across Prestwich and fifteen miles around it. No callout charge in working hours, every price in writing before the work starts." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 out of 10.
Our crawl found structured data on the page (HomeAndConstructionBusiness, FAQPage), an llms.txt file for AI models and a sitemap.
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
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 4.9/10, Hargreaves and Co is crawlable but under-signaled - fixable, and the signals above are where to start.
How urgent is it?
It cannot waitLeak, no heat, no hot water, anything smelling of gas. Ring, do not email, and we will tell you when we can be there.Call 0161 273 4488It can wait a day or twoQuotes, services, bathrooms and anything booked in.
Is this your brand?
The exact fixes for Hargreaves and Co
Which AI engines already crawl you
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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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Scored by Engagemii on October 4, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/getflowcrews
Cite this score: Engagemii (2026). "AEO Score for Hargreaves and Co." Retrieved from https://engagemii.com/aeo/brands/getflowcrews
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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