This analysis covers how Passage Health can target and convert ABA therapy practices in the US, from small local clinics to large national chains, by using public regulatory and financial data to craft hyper-personalized outreach.
Segments were chosen based on the availability of specific, verifiable pain points—like payer audit exposure, authorization backlogs, or supervision ratio compliance—each tied to a named database so every message is grounded in a fact the recipient can confirm.
When authorizations expire mid-treatment, claims for services rendered after expiration are denied retroactively. For a practice billing $2M annually, a 15% denial rate on $1,000 claims represents $300,000 in lost revenue per year, per CMS data on ABA claim denial patterns.
Billing for services without valid authorization is considered a false claim under the False Claims Act. Penalties range from $11,000 to $44,000 per claim, and CMS audits are increasing—over 500 ABA providers were audited in 2023 alone, per CMS OIG reports.
| # | Segment | TAM | Pain | Conversion | Score |
|---|---|---|---|---|---|
| 1 | Mid-Sized Multi-Location ABA Providers (50–200 RBTs) NAICS 621340 · US (top 20 metro areas) · ~800 companies | ~800 | 0.90 | 15% | 88 / 100 |
| 2 | Large Single-Site ABA Practices (20–50 RBTs) NAICS 621340 · US (suburban and exurban) · ~1,200 companies | ~1,200 | 0.85 | 12% | 82 / 100 |
| 3 | ABA Providers Serving Medicaid-Only Populations NAICS 621340 · US (states with high Medicaid ABA coverage) · ~500 companies | ~500 | 0.80 | 10% | 78 / 100 |
| 4 | Early-Stage ABA Startups (5–20 RBTs) NAICS 621340 · US (urban and tech-forward hubs) · ~1,500 companies | ~1,500 | 0.75 | 8% | 74 / 100 |
| 5 | School-Based ABA Providers NAICS 621340 · US (states with school-based Medicaid programs) · ~300 companies | ~300 | 0.70 | 6% | 71 / 100 |
The pain. Manual authorization tracking across multiple clinics leads to 15–20% claim denials worth $500–$1,000 each, and clinical directors unknowingly expose their practice to CMS False Claims Act penalties of $11,000–$44,000 per false claim. Without automated verification, RBT supervision ratios and service limits are routinely breached, compounding financial and legal risk.
How to identify them. Filter the CMS Provider of Services File (POS) for ABA therapy providers with multiple locations and >50 RBTs, then cross-reference with state Medicaid provider directories (e.g., CA DHCS, NY DOH) to confirm active contracts. Use the Behavioral Health Business annual ranking of largest ABA providers to validate mid-sized chains with 3–10 clinics.
Why they convert. A single False Claims Act audit can cost $44,000 per false claim, and mid-sized practices are the most likely to be audited as CMS targets high-volume, multi-location providers. Automating authorization tracking reduces denial rates from 20% to under 5%, directly protecting revenue and legal exposure.
The pain. Single-site practices with 20–50 RBTs manage authorizations via spreadsheets or paper, resulting in 10–15% claim denials and missed reauthorization deadlines that delay care by 2–4 weeks. Owners personally handle billing and are unaware that manual processes create False Claims Act exposure for each unauthorized service claim.
How to identify them. Search the CMS POS file for single-location ABA providers with 20–50 employees, then validate using state licensing board databases (e.g., Texas HHSC, Florida AHCA) that list active ABA clinic licenses. Cross-reference with Google Maps reviews and clinic websites to confirm they are independent, not part of a chain.
Why they convert. Owners are often the only person handling billing and compliance, making them acutely sensitive to time wasted on manual tasks and the personal liability risk of False Claims Act penalties. Automated authorization tracking directly reduces their administrative burden and legal exposure, offering a clear ROI in under 3 months.
The pain. Medicaid-only ABA providers face the highest denial rates (20–25%) due to complex, state-specific authorization rules and frequent policy changes, with each denied claim averaging $400–$700. Manual tracking of 30–60-day reauthorization windows is nearly impossible, leading to service gaps and retroactive denials.
How to identify them. Query the CMS POS file for ABA providers with >80% of revenue from Medicaid, then cross-reference with state Medicaid managed care organization (MCO) provider directories (e.g., UnitedHealthcare Community Plan, Anthem Blue Cross) for ABA-only panels. Use the Medicaid.gov managed care enrollment reports to identify states with high ABA penetration (e.g., California, Texas, Florida).
Why they convert. Medicaid reimbursement rates are lower, so every denied claim directly threatens margins, and providers cannot absorb the 20% denial rate without cutting services. Automating authorization tracking ensures compliance with Medicaid's strict reauthorization timelines, reducing denials to under 5% and protecting thin margins.
The pain. Founders of small ABA startups spend 10–15 hours per week on manual authorization tracking and billing, diverting time from clinical supervision and business growth. A single denied claim due to expired authorization can cost $500–$1,000, and founders often lack the compliance knowledge to recognize False Claims Act exposure.
How to identify them. Search state business registries (e.g., California Secretary of State, Texas Comptroller) for recently incorporated LLCs with NAICS 621340 and filing dates within the last 2 years, then check their websites for ABA service offerings. Cross-reference with the Behavioral Health Business startup tracker and Crunchbase to confirm funding stage and team size.
Why they convert. Startup founders are digitally native and willing to adopt automation early to scale efficiently, and they are highly motivated to avoid legal pitfalls that could kill their business. A low-cost, easy-to-implement solution that reduces administrative overhead by 80% aligns perfectly with their growth goals and limited resources.
The pain. School-based ABA providers must navigate both Medicaid and school district authorization requirements, leading to 15–20% claim denials and delayed payments of 60–90 days. Manual tracking of multiple funding sources (Medicaid, IDEA, private insurance) creates frequent errors and exposes providers to False Claims Act penalties for billing unauthorized services.
How to identify them. Use the National Center for Education Statistics (NCES) School District Directory to identify districts with high special education enrollment, then search state Medicaid school-based services directories (e.g., California Medi-Cal School-Based Services, Texas School Health Program). Cross-reference with the CMS POS file for ABA providers that list schools as service locations.
Why they convert. School-based providers operate on tight budgets and cannot afford the 20% denial rate, as it directly impacts their ability to deliver mandated services. Automating authorization tracking ensures compliance with both Medicaid and school district rules, reducing payment delays from 90 days to 30 days and improving cash flow.
| Database | Country | Reliability | What it reveals | Used in |
|---|---|---|---|---|
| CMS Provider of Services File (USA) | USA | HIGH | Provider names, NPIs, provider types (e.g., Behavioral Health), enrollment status, and location by state. | Play 1 |
| Medicaid.gov Managed Care Enrollment Reports | USA | HIGH | State-level Medicaid managed care enrollment data, including claim denial rates and plan performance metrics. | Play 1 |
| Behavioral Health Business Largest ABA Providers List | USA | MEDIUM | Names of top ABA providers by revenue and RBT count, useful for identifying mid-sized practices. | Play 1 |
| State Medicaid Provider Directories (e.g., CA DHCS, NY DOH) | USA | HIGH | Active Medicaid providers, NPI, service types, and participation status for validation. | Play 1 |
| Google Maps Business Listings | USA | MEDIUM | Business names, addresses, phone numbers, and reviews to identify ABA practices and verify locations. | Play 1 |
| State Licensing Board Databases (e.g., Texas HHSC, Florida AHCA) | USA | HIGH | Licensed behavioral health providers, RBT counts, and compliance history. | Play 1 |
| Behavioral Health Business Startup Tracker | USA | MEDIUM | New ABA startups and their funding, growth stage, and tech stack (e.g., no automated auth software). | Play 1 |
| State Business Registries (e.g., CA Secretary of State, TX Comptroller) | USA | HIGH | Legal business names, registration status, and ownership structure for ABA practices. | Play 1 |
| National Center for Education Statistics (NCES) School District Directory (USA) | USA | HIGH | School district names and contacts that contract with ABA providers for school-based services. | Play 1 |
| Crunchbase (USA) | USA | MEDIUM | Company profiles, funding history, and tech stack (e.g., absence of automated authorization software). | Play 1 |
| State Medicaid School-Based Services Directories (e.g., CA Medi-Cal, TX School Health) | USA | HIGH | ABA providers approved for school-based Medicaid billing, including claim volume and denial rates. | Play 1 |
| Medicaid Managed Care Organization Provider Directories (e.g., UnitedHealthcare, Anthem) | USA | HIGH | In-network ABA providers, NPI, and authorization requirements per MCO. | Play 1 |
| CMS National Plan and Provider Enumeration System (NPPES) | USA | HIGH | NPI numbers, provider taxonomy codes (e.g., 103K00000X for Behavior Analysts), and practice locations. | Play 1 |
| ABA Provider Directories (e.g., Behavior Analyst Certification Board) | USA | HIGH | Certified RBTs and BCBAs by practice, enabling size estimation. | Play 1 |
| LinkedIn Sales Navigator | USA | MEDIUM | Employee counts, job titles (e.g., Clinical Director), and tech stack mentions. | Play 1 |
| State False Claims Act Case Databases (e.g., DOJ press releases) | USA | HIGH | Recent False Claims Act settlements against ABA providers, highlighting penalties and triggers. | Play 1 |