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AI Visibility Scorecard
Witkin Scott Associates, Inc
witkinscott.com · Finance & Insurance
Somewhat visible. AI bots can read Witkin Scott Associates, Inc, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Apple Intelligence · Meta AI · Claude
#83,704 of 758,468 in Finance & Insurance for AI visibility
5.7
/10
AEO Score
About Witkin Scott Associates, Inc
from our crawl and measurement
Witkin Scott Associates, Inc, based in Williamsville, NY, describes itself simply: "Compare multiple insurance quotes from your local independent insurance agent today. Witkin Scott Associates, Inc provides auto, home, and business insurance for all of New York." Its AI visibility score is 5.7 out of 10: the engines can find it, but they do not have much to hold on to.
Under the hood there is structured data on the page (WebPage, BreadcrumbList, WebSite) and an llms.txt file for AI models and a sitemap, but the score is capped by what is missing: a heading structure that lays out what it offers.
Our monitoring has logged 6 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
10
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
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
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 5.7/10, Witkin Scott Associates, Inc has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Witkin Scott Associates, Inc
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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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/witkinscott
Cite this score: Engagemii (2026). "AEO Score for Witkin Scott Associates, Inc." Retrieved from https://engagemii.com/aeo/brands/witkinscott
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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