AI Visibility Scorecard
Plugin Solar Expert
pluginsolarexpert.com · E-commerce
Borderline visible. AI bots can crawl Plugin Solar Expert, 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 3 times
Claude
#595,300 of 738,818 in E-commerce for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Plugin Solar Expert
from our crawl and measurement
Plugin Solar Expert is a business whose own site puts it this way: "The UK Government announced in March 2026 that plug-in solar panels will be legal to self-install within months. A complete guide to current rules, what's changing, and what to buy." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found structured data on the page (Article, FAQPage, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
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
Fair
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 3.5/10, Plugin Solar Expert is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why the 800W limit?
The 800W cap isn't arbitrary. It's carefully calculated to prevent overloading standard domestic wiring while still delivering meaningful energy output. An 800W system generating around 780–820 kWh per year can save a typical UK household between £70 and £115 annually on their electricity bills — a genuine, worthwhile saving for a one-time investment of around £500.
Should you buy now or wait?
This is the question most people are asking, and the honest answer is: it depends on your situation. If you have a willing electrician or know one personally who could make the connection at reasonable cost, buying now makes sense. You'd be generating electricity — and saving money — months before the self-install rules arrive.
Is this your brand?
The exact fixes for Plugin Solar Expert
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Plugin Solar Expert.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pluginsolarexpert
Cite this score: Engagemii (2026). "AEO Score for Plugin Solar Expert." Retrieved from https://engagemii.com/aeo/brands/pluginsolarexpert
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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