#664,290 OF 1,364,859 IN HOME & LIVING
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AI Visibility Scorecard
Solar PV Installation & Solar Panels in North Wales & UK
mcgrenew.com · Home & Living
Borderline visible. AI bots can crawl Solar PV Installation & Solar Panels in North Wales & UK, 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.
AI engines read this profile 1 times
Claude
#664,290 of 1,364,859 in Home & Living for AI visibility
5
AEO Visibility
iBorderline · 4.5/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About Solar PV Installation & Solar Panels in North Wales & UK
from our crawl and measurement
Solar PV Installation & Solar Panels in North Wales & UK describes itself simply: "McGuinness Renewables provides expert solar PV installation, solar panels and eco-friendly energy systems across North Wales, Wrexham and the UK." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.5 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
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.
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 4.5/10, Solar PV Installation & Solar Panels in North Wales & UK is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Solar PV Installation & Solar Panels in North Wales & UK
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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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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mcgrenew
Cite this score: Engagemii (2026). "AEO Score for Solar PV Installation & Solar Panels in North Wales & UK." Retrieved from https://engagemii.com/aeo/brands/mcgrenew
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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