AI Visibility Scorecard
Moulton Solar
moultonsolar.com · Home & Living
Somewhat visible. AI bots can read Moulton Solar, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#343,989 of 1,375,153 in Home & Living for AI visibility
5
AEO Visibility
iBorderline · 5.2/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Moulton Solar
from our crawl and measurement
Moulton Solar describes itself simply: "Moulton Solar | Northampton Now is the time to power your home with our affordable solar power solutions With the continued rise in energy costs, a solar panel installation will not only." Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (BreadcrumbList, Organization, WebPage), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
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.
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 5.2/10, Moulton Solar has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What is the energy price cap?
The energy price cap sets a maximum price that energy suppliers can charge consumers for each kilowatt hour (kWh) of energy they use. How much you pay depends on how much energy you use.The cap is a government protection, calculated by Ofgem. At Ofgem we regulate energy suppliers, but we do not regulate the oil and gas production sector. The cap ensures that the profit energy suppliers make is capped.
Is this your brand?
The exact fixes for Moulton Solar
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 Moulton Solar.
Source & Attribution
Scored by Engagemii on August 21, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/moultonsolar
Cite this score: Engagemii (2026). "AEO Score for Moulton Solar." Retrieved from https://engagemii.com/aeo/brands/moultonsolar
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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