#187,616 OF 781,462 IN FINANCE & INSURANCE
SCORE HISTORY BEGINS 2026-09-21
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AI Visibility Scorecard
cahsurance.com
cahsurance.com · Finance & Insurance
Somewhat visible. AI bots can read cahsurance.com, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#187,616 of 781,462 in Finance & Insurance for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
33
Muse Index Score
iAI agent readiness
Basic · 33/100
0
AI Adoption
iNone detected · 0/100
About cahsurance.com
from our crawl and measurement
Massachusetts Car Insurance, based in Boston, MA, describes itself simply: "Need car insurance in Massachusetts? We'll help you find the right MA auto coverage and discounts to help you save. Get a free online quote with Liberty Mutual in less than 10 minutes." Its AI visibility score is 5.1 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 (FinancialProduct, FAQPage, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
9
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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 5.1/10, cahsurance.com has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for cahsurance.com
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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 September 21, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cahsurance
Cite this score: Engagemii (2026). "AEO Score for cahsurance.com." Retrieved from https://engagemii.com/aeo/brands/cahsurance
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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