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AI Visibility Scorecard
Town of Amherst, NY
www.amherst.ny.us · Media & Entertainment
Somewhat visible. AI bots can read Town of Amherst, NY, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#14,647 of 1,855,409 in Media & Entertainment for AI visibility
6.9
/10
AEO Score
About Town of Amherst, NY
from our crawl and measurement
Town of Amherst, NY, based in Williamsville, NY, describes itself simply: "Official website for the Town of Amherst, NY. The Town of Amherst was established in 1818 and celebrated its 200th Anniversary in 2018." Its AI visibility score is 6.9 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure, a clearly stated business identity and sitemaps and entity links AI can follow. What holds it back is credibility markers like credentials or reviews, the technical files AI engines look for, such as llms.txt or an open robots.txt and structured data describing the business.
Off the page, other sites link to it, the domain reads as established, AI engines recognise it as a distinct business, it turns up in press coverage and people discuss it in places AI engines read. Beyond that, it does not come up on Reddit.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
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
10
Inbound links from other sites.
Domain Trust
5
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
8
Press and news coverage.
Community
7
Forum and community discussion.
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 6.9/10, Town of Amherst, NY has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Town of Amherst, NY
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/www-amherst-ny-us
Cite this score: Engagemii (2026). "AEO Score for Town of Amherst, NY." Retrieved from https://engagemii.com/aeo/brands/www-amherst-ny-us
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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