AI Visibility Scorecard
Constellation
constellation.com · Media & Entertainment
Well-positioned for AI search. The breakdown below shows where Constellation is still leaving points on the table.
AI engines read this profile 22 times
ChatGPT · Claude · Amazon Alexa · Apple Intelligence
#884 of 1,966,762 in Media & Entertainment for AI visibility
8
AEO Visibility
iVisible · 7.5/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About Constellation
from our crawl and measurement
"Join millions of residential, public sector & business customers who use Constellation as their trusted electricity & natural gas supplier. Compare rates." That is how Constellation introduces itself. Measured against the twelve signals AI engines rely on, it scores 7.5 out of 10, a strong showing.
Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
AI crawlers have visited 19 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Applebot (Siri).
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
Good
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
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Good
Press and news coverage.
Community
Weak
No community discussion yet.
Social Mentions
Good
Social discussion and mentions.
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 7.5/10, Constellation has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Constellation
Which AI engines already crawl you
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 5, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/constellation
Cite this score: Engagemii (2026). "AEO Score for Constellation." Retrieved from https://engagemii.com/aeo/brands/constellation
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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