AI Visibility Scorecard
Architecture Firm in Boston MA
williamrawn.com · Professional Services
Borderline visible. AI bots can crawl Architecture Firm in Boston MA, 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 4 times
Claude · Meta AI
#350,094 of 528,038 in Professional Services for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.6/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Architecture Firm in Boston MA
from our crawl and measurement
Architecture Firm in Boston MA is a Second Floor Boston, MA business whose own site puts it this way: "Over the last four decades, William Rawn Associates has curated a practice of listening first. We engage the communities we serve, seeking to understand a building’s context, civic." When AI engines look at it, they find little to work with. It scores 3.6 out of 10.
Our crawl found structured data on the page (WebPage), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 3.6/10, Architecture Firm in Boston MA is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Architecture Firm in Boston MA
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on October 23, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/williamrawn
Cite this score: Engagemii (2026). "AEO Score for Architecture Firm in Boston MA." Retrieved from https://engagemii.com/aeo/brands/williamrawn
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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