Wild Health owns AI discovery.
Velocity Health doesn’t exist.
20-query audit across ChatGPT, Gemini & Claude. Velocity Health is cited on 0 of 60 responses (0%). Every buyer-intent question a prospective member asks AI returns Wild Health, Biograph, MDVIP, or Fountain Life. Never Velocity.
This report was generated using Xtrusio, an AI visibility and demand intelligence platform that analyzes how companies appear across modern AI systems such as ChatGPT, Gemini, Claude, Perplexity, and other generative engines.
The insights in this page are generated using Xtrusio’s proprietary research and content intelligence framework.
Velocity Health is completely invisible to AI-assisted buyer research.
Across 60 AI responses (20 queries × 3 platforms), Velocity Health was never cited. Not once. AI platforms recommended 80+ competitor services — including several smaller, newer practices like PrimaryMD, OneTwenty, and Protocol — but never Velocity. Dr. Deep’s Mayo/Harvard credentials, the 90-minute quarterly visits, the tiered memberships, the women’s health specialty, the PRO athlete track, the Precision Review entry point — none of it registers. Every prospective member researching concierge medicine through AI is being directed to Wild Health, Biograph, MDVIP, and Fountain Life instead.
Platform Scorecard
Velocity Health citation rate across AI platforms
AI Visibility Leaderboard
Who owns the AI conversation — total citations across all platforms
AI Positioning Audit
20 buyer-intent queries — click any row to see the exact question
Each query was written from the perspective of a real health-conscious professional researching concierge medicine, longevity, women’s health, or athletic performance solutions. These personas represent the members whose AI search results determine whether Velocity Health gets discovered.
| # | Query Topic | Cluster | Claude | ChatGPT | Gemini |
|---|---|---|---|---|---|
| 1 | Executive exhaustion & deeper testing | Discovery | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “I'm a 48-year-old CEO. My annual physical always says I'm fine but I feel exhausted, sleep poorly, and can't recover from workouts like I used to. My doctor won't order the tests I want. What kind of doctor or service should I look into that will actually dig deeper?” | |||||
| 2 | Best virtual concierge medicine | Category | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “What are the best virtual concierge medicine services in the US for busy executives who want a real doctor relationship without going to a clinic?” | |||||
| 3 | Comprehensive preventive checkup | Diagnostics | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “I want a comprehensive preventive health checkup that includes advanced bloodwork, heart imaging, and body composition — all coordinated by one doctor. What options exist that aren't tied to a specific city?” | |||||
| 4 | 90-minute doctor visits | Differentiator | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “Which concierge health services offer 90-minute doctor visits instead of the usual 10-minute rushed appointments? I'm willing to pay out of pocket.” | |||||
| 5 | Proactive longevity doctor at 50 | Prevention | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “I'm turning 50 and want to build a proactive health plan with a doctor who understands longevity — not just treats me when I'm sick. Who does this well in the US, virtually?” | |||||
| 6 | Longevity clinic vs concierge practice | Category | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “What's the difference between a longevity clinic and a concierge medical practice, and which one is better for someone in their late 40s who is healthy but wants to stay that way?” | |||||
| 7 | Alternatives to Function/Lifeforce | Competitive | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “I've heard about Function Health and Lifeforce. What are the alternatives that give me an actual physician relationship instead of just labs and an app?” | |||||
| 8 | Perimenopause dismissed by OB/GYN | Perimenopause | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “I'm 46, perimenopausal, and my OB/GYN keeps telling me my hormones are "normal." I want a doctor who will actually test everything and help me feel like myself again. Where do I look?” | |||||
| 9 | Virtual perimenopause services | Perimenopause | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “What virtual health services specialize in perimenopause and hormone optimization for women in their 40s and 50s?” | |||||
| 10 | Bundled women’s health membership | Discovery | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “Is there a concierge health service that includes women's health, hormone testing, and metabolic health under one membership — instead of me piecing it together?” | |||||
| 11 | Unexplained weight gain testing | Diagnostics | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “My weight has crept up over the last two years despite eating the same. My doctor blames age. What kind of advanced testing (thyroid, insulin, cortisol) should I ask for and who orders it?” | |||||
| 12 | Deep hormone panels + 10-year plan | Differentiator | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “I want a doctor who will spend real time with me, order deep hormone panels, and build a plan for the next 10 years — not just prescribe HRT and move on. Who offers this virtually?” | |||||
| 13 | Full clinical team for women | Discovery | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “What are the top precision medicine or health optimization services for professional women who want a full clinical team, not just a telehealth doctor?” | |||||
| 14 | Safe GLP-1s and peptides | Rx | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “Are there concierge doctors that also handle GLP-1s and peptides safely with proper monitoring, instead of the sketchy telehealth startups I keep seeing ads for?” | |||||
| 15 | Concierge sports medicine + Whoop | Performance | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “I'm a 42-year-old founder who trains 6 days a week. I want a sports medicine doctor who can read my Whoop data, order advanced bloodwork, and help me optimize performance. Who does this at the concierge level?” | |||||
| 16 | VO2/DEXA/CGM in one membership | Diagnostics | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “What health services offer VO2 Max, DEXA, and continuous glucose monitoring as part of one membership, with a doctor who actually interprets the data?” | |||||
| 17 | Aggressive ApoB/Lp(a) prevention | Prevention | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “My ApoB, Lp(a), and hs-CRP are all elevated but my regular doctor doesn't want to treat until I have a heart attack. Where can I get an aggressive prevention plan from an actual physician?” | |||||
| 18 | Athlete recovery + TRT + cognition | Performance | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “I'm a competitive amateur athlete in my 40s dealing with recovery issues, low testosterone, and cognitive fog. What kind of concierge service would evaluate all of this together?” | |||||
| 19 | Doctor to interpret wearable data | Competitive | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “What's the best precision health platform for someone who already has a Whoop, Oura, and CGM but needs a real doctor to interpret it and prescribe when needed?” | |||||
| 20 | One-time deep health assessment | Entry Point | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “I want to do a one-time deep health assessment — advanced labs, imaging, and a long session with a great doctor — before committing to any ongoing membership. What services offer this as a starting point?” | |||||
| TOTAL | 0/20 (0%) | 0/20 (0%) | 0/20 (0%) | ||
The AI Discovery Gap
60 responses. Zero mention Velocity Health. Here is what AI recommends instead.
Velocity Health competes directly with the services AI platforms recommend. The same buyer persona, the same pain points, the same service model. Yet when a prospective member asks AI for help, Velocity is never in the answer. Here are the queries where the gap is most damaging.
“What are the best virtual concierge medicine services in the US for busy executives who want a real doctor relationship without going to a clinic?”
“I’ve heard about Function Health and Lifeforce. What are the alternatives that give me an actual physician relationship instead of just labs and an app?”
“Is there a concierge health service that includes women’s health, hormone testing, and metabolic health under one membership?”
“I want to do a one-time deep health assessment before committing to any ongoing membership. What services offer this?”
Velocity Health offers quarterly 90-minute physician visits, a full clinical team, nationwide virtual care, Mayo/Harvard-trained founder, tiered memberships, women’s health, and an elite athlete track. Every one of these differentiators is real. None of them reach AI. The content infrastructure — structured web pages, third-party reviews, press coverage, clinical authority signals — that AI training pipelines require to surface a recommendation simply does not exist at the volume needed. The service is excellent. The digital footprint is not.
AI Topic Authority Map
Query heatmap — service line × platform
| Topic | AI Leader | Velocity Status |
|---|---|---|
| Virtual concierge medicine | Wild Health / WorldClinic | INVISIBLE (0/3) |
| Executive health optimization | Wild Health / Private Medical | INVISIBLE (0/3) |
| 90-minute physician visits | PartnerMD / MD² | INVISIBLE (0/3) |
| Perimenopause care | Midi Health | INVISIBLE (0/3) |
| Women’s hormone optimization | Midi Health / Gennev | INVISIBLE (0/3) |
| GLP-1 / peptide management | Parsley Health / The Lanby | INVISIBLE (0/3) |
| Sports performance medicine | Wild Health / Biograph | INVISIBLE (0/3) |
| Wearable data interpretation | Wild Health / PrimaryMD | INVISIBLE (0/3) |
| Cardiovascular prevention | Cleveland Clinic / Stanford | INVISIBLE (0/3) |
| One-time health assessment | Mayo Clinic / Human Longevity | INVISIBLE (0/3) |
7 queries
5 queries
3 queries
2 queries
2 queries
1 query
▹ Every service line is at 0% across every platform. No revenue line has any AI visibility.
Methodology
How we conducted this Xtrusio AEO/GEO Audit
This research is based on Xtrusio’s proprietary AI visibility analysis framework.
Recommendations
Prioritized actions to build AI visibility from zero
- Create dedicated landing pages for each service line (Elevate, Women’s Health, PRO, Trust, Precision Review) with structured content that AI can parse: named physicians, pricing tiers, comparison tables, and clinical methodology
- Publish Dr. Deep’s credentials, Mayo/Harvard/CareMore background, and clinical philosophy on a structured “Our Approach” page with schema markup
- Create a “Velocity Health vs” comparison page addressing the top AI-cited competitors: Wild Health, Biograph, MDVIP, Function Health, and Lifeforce
- Add patient outcome stories and testimonials as structured case studies, not just quote carousels
- Secure 2–3 guest articles or interviews on health/longevity publications that AI training pipelines index: Healthline, Medical News Today, Forbes Health, Everyday Health
- Build a G2 or Trustpilot review presence — even 10–15 authentic reviews create the structured data AI platforms use for recommendations
- Leverage The Ultimate Asset book and podcast episodes as linkable content assets that establish Dr. Deep as a named clinical authority AI can reference
- Create women’s health content targeting perimenopause queries where Midi Health currently dominates — Velocity’s bundled offering is stronger but invisible
- Publish monthly longevity/precision medicine content targeting the specific query patterns AI surfaces: “best virtual concierge medicine,” “alternatives to Function Health,” “concierge doctor for athletes”
- Quarterly Xtrusio re‑audits to track gap closure and measure progress against Wild Health, Biograph, and Midi Health
Velocity Health deserves to be found.
Let’s build the AI visibility to match the clinical excellence.
This research report was generated using the Xtrusio Company Intelligence Module.
