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AI Visibility Scorecard
Lana Kopsala
lanasellshomes.com · Real Estate
Borderline visible. AI bots can crawl Lana Kopsala, 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 3 times
Meta AI · Claude
#171,750 of 649,037 in Real Estate for AI visibility
4.7
/10
AEO Score
About Lana Kopsala
from our crawl and measurement
Lana Kopsala is a Leominster, MA business whose own site puts it this way: "I’m a Top 1% Coldwell Banker Realtor® serving Massachusetts since 2002, providing trusted guidance and long‑term support for sellers, buyers, and investors." When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Our crawl found structured data on the page (WebSite, Person, RealEstateAgent), 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).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
5
Inbound links from other sites.
Domain Authority
1
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.
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 4.7/10, Lana Kopsala is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Lana Kopsala
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lanasellshomes
Cite this score: Engagemii (2026). "AEO Score for Lana Kopsala." Retrieved from https://engagemii.com/aeo/brands/lanasellshomes
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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