When I started BestDosage, the first question I had to answer wasn't "what modalities do we cover?" or "how do we get providers listed?" It was simpler and harder than both: How do you objectively rate a wellness provider?
Star ratings are garbage. I'm sorry, but they are. A five-star review that says "Great vibes!" tells you nothing. A one-star review from someone angry about parking tells you less than nothing. The average of those two — three stars — is a meaningless number pretending to be information.
I'm a chemist. I spent years developing analytical methods — procedures for measuring things precisely, reproducibly, and with quantified uncertainty. When I looked at how the wellness industry rated providers, I saw none of that. Just vibes and star averages.
So I built something different. The BDS Score.
What the BDS Score Measures
The BDS Score is a composite quality rating from 0-100 that evaluates wellness providers across 12 weighted categories. Every provider in our directory — whether they're a solo acupuncturist or a multi-location cryotherapy chain — gets scored using the same framework, adjusted for modality-specific criteria.
Here are the 12 categories and their weights:
Tier 1: Non-Negotiables (45% total weight)
1. Credential Verification (15%)
We verify every licensure claim against state licensing board databases. Board certifications. Degrees. Specialty training. Not what's on their website — what's in the public record. An IFMCP-certified functional medicine practitioner with an MD and board certification in internal medicine scores higher than someone with an unverifiable weekend certification. Because credentials have a hierarchy, and pretending they don't serves no one.
2. Safety & Compliance (15%)
Does the clinic follow established safety protocols for their modality? For ketamine clinics, that means vital sign monitoring, psychiatric screening, and emergency equipment. For cryotherapy centers, that means staff training documentation, equipment maintenance records, and client health screening. For float centers, that means water testing and filtration documentation. We check for disciplinary actions, malpractice history, and regulatory violations. This isn't public on most platforms. It is on ours.
3. Clinical Protocol Adherence (15%)
Does the provider follow evidence-based protocols? If the research says ketamine infusions should be 0.5 mg/kg over 40 minutes, and a clinic is doing 15-minute push doses at variable concentrations, that's a protocol deviation. We assess whether treatment approaches align with published clinical evidence, consensus guidelines, and professional organization standards. This is the category where "innovative" clinics sometimes score poorly — because innovation without evidence is experimentation, and patients deserve to know the difference.
Tier 2: Quality Indicators (35% total weight)
4. Patient Review Analysis (10%)
We don't average star ratings. We use natural language processing to analyze review content across multiple platforms (Google, Yelp, Healthgrades, modality-specific platforms) for sentiment patterns, specific outcome mentions, and red-flag language. A provider with 50 reviews averaging 4.2 stars but with consistent mentions of positive clinical outcomes scores higher than a provider with 200 reviews averaging 4.8 stars that are mostly about "nice decor" and "friendly staff." Outcomes matter more than ambiance.
5. Pricing Transparency (8%)
Are prices published on the website? Is the total cost of a treatment plan communicated upfront? Are there hidden fees? We check, and we score accordingly. A 2014 study in Health Affairs (PMID: 25561356) demonstrated that price transparency in healthcare was associated with lower costs and better patient decision-making. If a provider won't tell you what they charge, they're hiding something — or they're disorganized. Neither is a green flag.
6. Treatment Philosophy Transparency (7%)
Does the provider clearly explain their approach? Do they set realistic expectations? Do they discuss limitations and contraindications? Providers who promise to "cure" chronic conditions or claim unrealistic outcomes get penalized. Providers who clearly state what the evidence supports and what remains uncertain get rewarded.
7. Accessibility (5%)
Online booking availability, telehealth options, ADA compliance, language accessibility, and scheduling flexibility. Because finding a provider shouldn't require a phone call, a voicemail, a callback, and a two-week wait.
8. Insurance & Payment Clarity (5%)
Does the provider clearly state which insurance plans they accept? Do they offer superbills for out-of-network reimbursement? Are payment plans available? HSA/FSA acceptance? This category matters because financial barriers prevent people from accessing care they've already decided they need.
Tier 3: Enhancement Factors (20% total weight)
9. Continuing Education (5%)
Healthcare evolves. Providers who pursue ongoing education, attend conferences, publish, or maintain advanced certifications demonstrate commitment to staying current. A practitioner who got certified in 2010 and hasn't updated since is working with 16-year-old knowledge in a field that's changing fast.
10. Patient Education Resources (5%)
Does the provider create educational content for patients? Blog posts, guides, FAQ pages, consent forms that actually explain the procedure? Providers who invest in patient education tend to deliver better informed consent and better outcomes, because patients who understand their treatment engage more effectively with it.
11. Practitioner Communication (5%)
Response time to inquiries, clarity of communication, willingness to answer questions before booking, and quality of the intake process. We mystery-shop this. Yes, really.
12. Community & Professional Standing (5%)
Professional association memberships, peer endorsements, published research, community involvement, and inter-provider referral patterns. This is the hardest category to game, because it requires actual professional engagement.
What the Score Means
90-100: Exceptional. Top-tier credentials, evidence-based protocols, transparent pricing, outstanding patient outcomes. These providers are doing it right.
75-89: Strong. Solid credentials, good protocols, minor gaps in transparency or accessibility. The majority of quality providers land here.
60-74: Adequate. Meets basic standards but has notable gaps — maybe limited transparency, older credentials, or inconsistent reviews. Not bad, but room to improve.
Below 60: Concerns identified. Significant gaps in credentials, safety protocols, transparency, or patient outcomes. We display these providers with clear context about what specifically dragged the score down.
What We Don't Do
We don't take money for scores. No provider can pay for a higher BDS Score. Ever. The day we accept payment for ratings is the day the score becomes meaningless. This is non-negotiable.
We don't penalize providers for being new. New practices with verified credentials and transparent pricing can score well. Longevity is considered but doesn't dominate — because a five-year-old clinic with outdated protocols shouldn't outscore a six-month-old clinic doing everything right.
We don't hide low scores. If a provider is listed and their score is 55, you'll see a 55 with the specific category breakdowns that explain why. Hiding inconvenient data isn't transparency — it's curation dressed up as objectivity.
Why This Matters
The wellness industry is a $6.3 trillion global market. It's also one of the least transparent consumer markets in existence. You get better comparative data when buying a toaster on Amazon than when choosing a practitioner to manage your health.
That's not acceptable. The BDS Score is my attempt to bring analytical rigor to a space that has operated on word-of-mouth and wishful thinking for too long. It's not perfect — no scoring system is. But it's transparent, verifiable, and designed to get better as our data improves.
You deserve to know what you're paying for and who you're trusting. The BDS Score is how we deliver that.
I'm Chad. Your chemist.