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AI Visibility Scorecard
Freeman French Freeman | Vermont Architects
fffinc.com · Professional Services
Somewhat visible. AI bots can read Freeman French Freeman | Vermont Architects, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#44,845 of 480,319 in Professional Services for AI visibility
5.8
/10
AEO Score
About Freeman French Freeman | Vermont Architects
from our crawl and measurement
Freeman French Freeman, based in BURLINGTON, VT, describes itself simply: "Based in downtown Burlington for over 88 years, Freeman French Freeman is Vermont's premier architectural firm." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.8 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
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 5.8/10, Freeman French Freeman | Vermont Architects has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Freeman French Freeman | Vermont Architects
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fffinc
Cite this score: Engagemii (2026). "AEO Score for Freeman French Freeman | Vermont Architects." Retrieved from https://engagemii.com/aeo/brands/fffinc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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