Private equity owns 1,621 autism-therapy clinics across 42 states.
Not an estimate and not a projection. 1,621 individual clinics, each one named, each one traced to a named firm through a public document you can open. They are part of the 1,755 clinics whose owner we can name and source. See the whole market.
Fundprint follows the money behind U.S. ABA / autism-therapy clinics: which are run by an independent practitioner, which by a chain, and which by a financial owner that can restructure or close them. Every claim here traces to a public document.
The Whole Market
A count invites a fair question: out of how many? The federal provider registry lists every ABA provider in the country, so we counted the whole market from the same source the clinics come from. Here is what is out there, and where the money has landed.
Why 580 here, and 1,621 on the front page. The registry lists 580 of the 1,621 private-equity clinics we trace. The other 1,041 come from owners' own published directories, which the registry does not carry. A percentage is only honest if both of its halves are drawn from the same place, so every figure on this page counts what the registry can see and nothing else.
American autism therapy is not a corporate industry with a few independents left over. It is the reverse.
| Locations per provider | Providers | Locations |
|---|---|---|
| 1 | 15,142 | 13,940 |
| 2-4 | 2,145 | 4,867 |
| 5-9 | 192 | 1,142 |
| 10-24 | 76 | 1,033 |
| 25+ | 14 | 774 |
15,142 of the country's 17,569 ABA providers run exactly one location. Fourteen run twenty-five or more. A very long tail, and a very short head.
A national average hides what a family actually faces, because nobody chooses between a clinic in Denver and one in Tampa. Care is bought locally, so this is the number that matters: private equity's share of every ABA location in the state.
- MN15.8% (22 of 139)
- NM13.2% (14 of 106)
- AZ9.5% (50 of 529)
- CO7.8% (54 of 688)
- PA7.7% (33 of 431)
- WY7.4% (2 of 27)
- ID6.9% (4 of 58)
- MD6.5% (30 of 464)
States with fewer than 25 ABA locations are not ranked, because a percentage of a handful of clinics is noise. They are still counted in every national figure above.
The Machine
Fundprint is not a hand-kept list. It is a five-stage pipeline that pulls public records, snapshots and embeds them, resolves the ownership chain, holds every claim to a validation gate, and publishes only what passes. Watch a record travel through it.
- IAcquire649 + 255 records in
Pull public records from two registries.
The federal NPPES provider registry (649) plus owners' own machine-readable location directories (255). Every page is fetched and content-hashed on the way in.
- IIStorepgvector + snapshots
Snapshot and embed every source.
Nothing advances without a stored, hashed copy of the document behind it. Names are embedded as vectors in Postgres so the resolver can reason over them.
- IIIResolveclinic → owner → firm
Assemble the ownership chain.
A deterministic name matcher links clinics to owner entities and owner entities to their parent financial firm. Chain confidence is the weakest link along the chain.
- IVValidate95% hand-checked gate
Hold everything to the floors.
Confidence floors and a 95% hand-validation gate. Contradicted or under-confidence claims are quarantined, not published. Over-matched brand names are rejected.
- VPublishverified chains out
Emit the pinned snapshot.
Only claims that clear validation are written to the frozen snapshot this site reads. Every published claim carries the source that proves it.
The same engine runs on a public dataset with an open methodology. See how the machine works for the confidence floors, the two registries, and the integrity rules.
Ownership is not spread thin. A handful of firms hold most of the clinics we have traced. Bar length is clinics tracked; color marks the kind of owner.
- 01Charlesbank412
- 02KKR197
- 03
- 04
- 05
- 06
- 07GTCR79
- 08
When the money leaves
In 2018, Blackstone bought the Center for Autism and Related Disorders, then the largest ABA provider in the country at roughly 250 locations. The company was loaded with debt, training was cut, and within five years more than a hundred centers had closed. In 2023, CARD filed for bankruptcy.[1]
That is why ownership is worth tracing. When a financial owner exits, the families relying on those clinics are the ones left without care. CARD appears in this dataset as a former holding, recorded for its history.
Read the investigationLook up your clinic
Search by clinic name or city. Every answer links to the public source behind it. Searches run in your browser and are never recorded.
Searches happen in your browser and are never recorded.