AI Visibility Scorecard
Lb1656935902785
ldunningheating.com · Home & Living
Somewhat visible. AI bots can read Lb1656935902785, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Claude · Meta AI · Apple Intelligence
#173,640 of 1,374,180 in Home & Living for AI visibility
6
AEO Visibility
iBorderline · 5.6/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Lb1656935902785
from our crawl and measurement
"L Dunning Heating Services. Boiler breakdown specialists. Supply and installation of boilers and full heating systems. Boiler service and landlord gas safety certificates." That is how ldunningheating.com of Brownhills introduces itself. Its AI visibility score is 5.6 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 (LocalBusiness, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
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 5.6/10, Lb1656935902785 has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Lb1656935902785
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ldunningheating
Cite this score: Engagemii (2026). "AEO Score for Lb1656935902785." Retrieved from https://engagemii.com/aeo/brands/ldunningheating
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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