Proof It Works
This Is Not a Roadmap
Everything listed on this page is shipped and operational as of April 5, 2026. These are production metrics, not projections.
Data Coverage
Section titled “Data Coverage” Negotiated Rates 56.4M Payer-specific rates loaded
Hospitals 2,000+ Across 5 states
Coverage 84% Of target hospital universe
File Formats 20+ Successfully parsed
| Metric | Value |
|---|---|
| Negotiated payer rates loaded | 56.4 million |
| Hospitals with pricing data | 2,000+ across 5 states |
| Coverage of target hospital universe | 84% |
| Distinct file formats successfully parsed | 20+ |
| Medicare CPT/HCPCS codes priced | 36,305 |
| Medicare Advantage plans modeled | 2,776 |
| Hospital quality outcome measures | 5,950 across 70 CMS benchmarks |
| CMS enforcement records matched | 141 hospitals (95% accuracy) |
| Data refresh cycle | Weekly, fully automated |
| Production products live | 3 (consumer, admin, advisor) |
Data Quality
Section titled “Data Quality”Having data is not the same as having accurate data. Hospital pricing files are notoriously inconsistent — wrong billing codes, stale files, missing payer contracts, truncated records.
ClearPrice addresses this through systematic validation:
- Schema validation: Every hospital file checked against CMS requirements
- Failure classification: 10 distinct ETL outcome categories — every failure is classified by mode and systematically addressed
- URL lifecycle management: Automated detection of stale files, recovery of replacement URLs, freshness verification
- External cross-reference: 95% match rate on CMS enforcement record fuzzy matching
- Continuous operation: Not a one-time effort — weekly operational discipline
Trust Through Verification
Most transparency data aggregators treat hospital files as ground truth. ClearPrice validates schema compliance, code accuracy, payer coverage, and freshness. Every hospital gets a data quality grade. Users trust the data because we’ve earned that trust through verification — not just aggregation.