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AI Visibility Scorecard
Stellar Estimates
stellarestimate.com · Home & Living
Somewhat visible. AI bots can read Stellar Estimates, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
ChatGPT · Claude · Apple Intelligence
#37,233 of 1,217,403 in Home & Living for AI visibility
6.1
/10
AEO Score
About Stellar Estimates
from our crawl and measurement
"Get accurate, reliable, and fast cost estimating services. Stellar Estimate helps you plan projects efficiently and stay on budget." That is how Stellar Estimates introduces itself. Its AI visibility score is 6.1 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Article, BlogPosting, WebPage), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
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
8
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
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.
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 6.1/10, Stellar Estimates has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Stellar Estimates
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/stellarestimate
Cite this score: Engagemii (2026). "AEO Score for Stellar Estimates." Retrieved from https://engagemii.com/aeo/brands/stellarestimate
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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