AI Visibility Scorecard
Bruce P. Lawrence, MD: Physician Oakland, CA
bruceplawrencemd.com · Healthcare
Borderline visible. AI bots can crawl Bruce P. Lawrence, MD: Physician Oakland, CA, 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
Claude · Meta AI · ChatGPT · ShapBot
#650,512 of 925,266 in Healthcare for AI visibility
3
AI Naming Predictability
iRarely named · 3/100
Healthcare average 11
Top 73% of Healthcare
See what's behind this score →4
-
Network Authority
iNot connected yet
Healthcare average 0.0
0 relationships · Healthcare average 3
See what's behind this score →20
Muse Index Score
iAI agent readiness
Basic · 20/100
Healthcare average 18
See what's behind this score →0
About Bruce P. Lawrence, MD: Physician Oakland, CA
from our crawl and measurement
Bruce P. Lawrence, MD: Physician Oakland, CA is a Oakland, CA business whose own site puts it this way: "Trusted family physician and provider of Sculpsure aesthetic services in Oakland, CA. Contact us at 510-244-3230 for non-invasive body sculpting or visit us at 2710 Telegraph Ave, Suite." 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 (Physician), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). By its own structured data it is a medical business.
- Company ·
- Bruce P. Lawrence, MD: Physician Oakland, CA
- Website ·
- bruceplawrencemd.com
- Industry ·
- Healthcare
- Location ·
- Oakland, CA
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 8, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Good
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 3.6/10, Bruce P. Lawrence, MD: Physician Oakland, CA is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Bruce P. Lawrence, MD: Physician Oakland, CA
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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 August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bruceplawrencemd
Cite this score: Engagemii (2026). "AEO Score for Bruce P. Lawrence, MD: Physician Oakland, CA." Retrieved from https://engagemii.com/aeo/brands/bruceplawrencemd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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