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AI Visibility Scorecard
John L Williams - State Farm Insurance Agent in Grandview, MO
johnlwilliams.org · Finance & Insurance
Somewhat visible. AI bots can read John L Williams - State Farm Insurance Agent in Grandview, MO, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Claude
#48,005 of 759,493 in Finance & Insurance for AI visibility
6
AEO Visibility
iVisible · 6/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About John L Williams - State Farm Insurance Agent in Grandview, MO
from our crawl and measurement
John L Williams, based in Grandview, MO, describes itself simply: "Auto insurance coverage in Grandview, MO, including collision, comprehensive, rental, and rideshare options." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.0 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Offer, InsuranceAgency), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
5
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
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
7
Inbound links from other sites.
Domain Authority
3
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 6/10, John L Williams - State Farm Insurance Agent in Grandview, MO has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for John L Williams - State Farm Insurance Agent in Grandview, MO
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/johnlwilliams-org
Cite this score: Engagemii (2026). "AEO Score for John L Williams - State Farm Insurance Agent in Grandview, MO." Retrieved from https://engagemii.com/aeo/brands/johnlwilliams-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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