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AI Visibility Scorecard
Hart & Kohl
hartandkohl.com · Food & Beverage
Somewhat visible. AI bots can read Hart & Kohl, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Apple Intelligence
#61,576 of 1,364,380 in Food & Beverage for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
0
AI Adoption
iNone detected · 0/100
About Hart & Kohl
from our crawl and measurement
Hart & Kohl, based in Acle, describes itself simply: "Looking for a trusted professional chimney sweep in Norfolk? Discover why Hart & Kohl is your best choice. NVQ qualified. HETAS Approved. Certified Guild member." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.8 out of 10, readable in places, missing in others.
On the page, the fundamentals are in place: structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
7
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 5.9/10, Hart & Kohl has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Hart & Kohl
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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 Hart & Kohl.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hartandkohl
Cite this score: Engagemii (2026). "AEO Score for Hart & Kohl." Retrieved from https://engagemii.com/aeo/brands/hartandkohl
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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