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AI Visibility Scorecard
Dr. Tobin Lingafelter Chiropractic
doctoby.com · Healthcare
Borderline visible. AI bots can crawl Dr. Tobin Lingafelter Chiropractic, 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 1 times
Claude
#724,193 of 816,935 in Healthcare for AI visibility
3.3
/10
AEO Score
About Dr. Tobin Lingafelter Chiropractic
from our crawl and measurement
"Experience lasting pain relief through holistic chiropractic care & SoftWave therapy with Dr. Toby Lingafelter. 20+ years helping St. Louis heal naturally." That is how Dr. Tobin Lingafelter Chiropractic of St. Louis, MO introduces itself. 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 (Physician, WebSite). 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). By its own structured data it is a medical business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
3
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Trust
1
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 3.3/10, Dr. Tobin Lingafelter Chiropractic is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Dr. Tobin Lingafelter Chiropractic
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Trust Is the Product. AI Is How You Build It at Scale.
In health and wellness, you're not just selling a product. You're asking someone to trust you with their body.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/doctoby
Cite this score: Engagemii (2026). "AEO Score for Dr. Tobin Lingafelter Chiropractic." Retrieved from https://engagemii.com/aeo/brands/doctoby
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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