AI Visibility Scorecard
sterlingsestatesale.com · Legal
Borderline visible. AI bots can crawl Sterling Estate Sales, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 63 times
Meta AI · Claude · Apple Intelligence · Perplexity
#16,880 of 388,863 in Legal for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Legal average 8
Top 11% of Legal
See what's behind this score →4
-
Network Authority
iNot connected yet
Legal average 0.0
0 relationships · Legal average 2
See what's behind this score →45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
Legal average 17
See what's behind this score →0
from our crawl and measurement
"Here at Sterling Estate Sales, we take great pride in the way we work with our clients, and we treat them with the utmost respect. Integrity is very important to us." That is how Manteca Estate Sales of Manteca, CA introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (WebSite, LocalBusiness, FAQPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4.2/10, Sterling Estate Sales is crawlable but under-signaled - fixable, and the signals above are where to start.
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/sterlingsestatesale
Cite this score: Engagemii (2026). "AEO Score for Sterling Estate Sales." Retrieved from https://engagemii.com/aeo/brands/sterlingsestatesale
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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