AI Visibility Scorecard
Combi Boiler Repairs Scunthorpe & Brigg by Lee Pickering Gas & Heating
leepickering.com · Home & Living
Borderline visible. AI bots can crawl Combi Boiler Repairs Scunthorpe & Brigg by Lee Pickering Gas & Heating, 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
#1,144,954 of 1,376,760 in Home & Living for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Combi Boiler Repairs Scunthorpe & Brigg by Lee Pickering Gas & Heating
from our crawl and measurement
"Boiler repair work conducted by a Scunthorpe & Brigg based gas engineer with over 10 years experience. Call to speak to a gas appliance specialist." That is how Combi Boiler Repairs Scunthorpe & Brigg by Lee Pickering Gas & Heating introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
The site is missing structured data describing the business, 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
Good
Clear headings and answer-style content.
Entity Clarity
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
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, Combi Boiler Repairs Scunthorpe & Brigg by Lee Pickering Gas & Heating is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Combi Boiler Repairs Scunthorpe & Brigg by Lee Pickering Gas & Heating
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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 October 20, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/leepickering
Cite this score: Engagemii (2026). "AEO Score for Combi Boiler Repairs Scunthorpe & Brigg by Lee Pickering Gas & Heating." Retrieved from https://engagemii.com/aeo/brands/leepickering
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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