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AI Visibility Scorecard
constellationheating.com · Nonprofits
Somewhat visible. AI bots can read Constellation heating, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#205,435 of 751,151 in Nonprofits for AI visibility
5.3
/10
AEO Score
from our crawl and measurement
"0 USD ^ CAD HOME PRODUCTS DISTRIBUTORS ABOUT US FAQ CONTACT 0 Heat your life with BitcoinHeat your life with Bitcoin Heat your pool with the Star Heater." That is how Constellation heating introduces itself. Its AI visibility score is 5.3 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
7
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 5.3/10, Constellation heating has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Constellation heating
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Weekly ChatGPT & Claude citation tracking
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Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/constellationheating
Cite this score: Engagemii (2026). "AEO Score for Constellation heating." Retrieved from https://engagemii.com/aeo/brands/constellationheating
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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