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AI Visibility Scorecard
heathog.com · E-commerce
Somewhat visible. AI bots can read Heat Hog, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#51,302 of 632,279 in E-commerce for AI visibility
6
/10
AEO Score
from our crawl and measurement
Heat Hog is a Sauk Rapids, MN business whose own site puts it this way: "Heat Hog portable propane heaters are designed to help you command the cold and stay warm anywhere. The hottest name in portable heating." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.0 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Store, WebPage, 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). By its own structured data it is a retail business.
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
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.
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 6/10, Heat Hog has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Heat Hog
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/heathog
Cite this score: Engagemii (2026). "AEO Score for Heat Hog." Retrieved from https://engagemii.com/aeo/brands/heathog
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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