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AI Visibility Scorecard
Commercial Insurance Frisco, TX
4jinsurance.com · Professional Services
Somewhat visible. AI bots can read Commercial Insurance Frisco, TX, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
ChatGPT
#33,913 of 206,455 in Professional Services for AI visibility
5.4
/10
AEO Score
About Commercial Insurance Frisco, TX
from our crawl and measurement
Commercial Insurance Frisco, TX, based in Frisco, TX, describes itself simply: "Veteran-owned commercial insurance brokerage in Frisco, TX serving Texas and Oklahoma businesses: general liability, cyber liability, group health and employee benefits, ACA...." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places, missing in others.
On the page, the fundamentals are in place: structured data on the page (InsuranceAgency, OfferCatalog, FAQPage), an llms.txt file for AI models, 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
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
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 Trust
1
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 5.4/10, Commercial Insurance Frisco, TX has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Commercial Insurance Frisco, TX
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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/4jinsurance
Cite this score: Engagemii (2026). "AEO Score for Commercial Insurance Frisco, TX." Retrieved from https://engagemii.com/aeo/brands/4jinsurance
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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