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AI Visibility Scorecard
Scott Wilson for Buffalo Comptroller
scottforbuffalo.com · Government & Public Sector
Borderline visible. AI bots can crawl Scott Wilson for Buffalo Comptroller, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#59,281 of 101,919 in Government & Public Sector for AI visibility
4.5
/10
AEO Score
About Scott Wilson for Buffalo Comptroller
from our crawl and measurement
Scott Wilson for Buffalo Comptroller describes itself simply: "Scott Wilson is running for Buffalo City Comptroller to bring independent oversight, fiscal transparency, and grassroots accountability to City Hall. Buffalo deserves better." When AI engines look at it, they find little to work with. It scores 4.3 out of 10.
Our crawl found structured data on the page (WebSite, Person, WebPage), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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
0
Little domain authority yet.
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 4.5/10, Scott Wilson for Buffalo Comptroller is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Scott Wilson for Buffalo Comptroller
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 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/scottforbuffalo
Cite this score: Engagemii (2026). "AEO Score for Scott Wilson for Buffalo Comptroller." Retrieved from https://engagemii.com/aeo/brands/scottforbuffalo
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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