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AI Visibility Scorecard
Dr. Bruce Hoffman
drbrucehoffman.com · Healthcare
Somewhat visible. AI bots can read Dr. Bruce Hoffman, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#40,378 of 823,569 in Healthcare for AI visibility
6.1
/10
AEO Score
About Dr. Bruce Hoffman
from our crawl and measurement
Dr. Bruce Hoffman, based in Calgary, describes itself simply: "Dr. Bruce Hoffman, a seasoned functional medicine doctor, advocates for a paradigm shift in approaching chronic illness. In a recent episode of the Evolving Wellness podcast, Dr." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (person, Article), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
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.
3
Reddit mentions and discussion.
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 6.1/10, Dr. Bruce Hoffman has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Dr. Bruce Hoffman
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 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/drbrucehoffman
Cite this score: Engagemii (2026). "AEO Score for Dr. Bruce Hoffman." Retrieved from https://engagemii.com/aeo/brands/drbrucehoffman
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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