AI Visibility Scorecard
Carmella for Troy
carmellafortroy.com · Government & Public Sector
Borderline visible. AI bots can crawl Carmella for Troy, 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.
AI engines read this profile 5 times
Meta AI · Claude · Perplexity · ShapBot
#54,192 of 124,509 in Government & Public Sector for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Government & Public Sector average 14
Top 77% of Government & Public Sector
See what's behind this score →4
AEO Visibility
iBorderline · 4/10
Government & Public Sector average 4.1
See what's behind this score →-
Network Authority
iNot connected yet
Government & Public Sector average 0.0
0 relationships · Government & Public Sector average 2
See what's behind this score →35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
Government & Public Sector average 10
See what's behind this score →0
About Carmella for Troy
from our crawl and measurement
Carmella for Troy, based in Troy, NY, describes itself simply: "Meetings, filings, and records from the City of Troy, New York, published in full alongside the writing that cites them." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (Organization, Person, City) and an llms.txt file for AI models. It is missing a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
- Company ·
- Carmella for Troy
- Website ·
- carmellafortroy.com
- Industry ·
- Government & Public Sector
- Location ·
- Troy, NY
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Sep 30, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4/10, Carmella for Troy is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Carmella for Troy
Which AI engines already crawl you
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on September 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/carmellafortroy
Cite this score: Engagemii (2026). "AEO Score for Carmella for Troy." Retrieved from https://engagemii.com/aeo/brands/carmellafortroy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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