Predictive no-show recovery with a self-filling waitlist for PT clinics

The buildable idea

Predictive no-show scoring with escalating reminder workflows and a self-fill waitlist

Core value: Scores every appointment for no-show risk, changes the reminder cadence for high-risk patients, and offers the slot to a ranked waitlist the moment it opens

Who has this pain

2-10 therapist outpatient PT, OT and chiro clinics

• —15-20% of billable slots go empty
• —one generic reminder does not change behavior
• —front desk cannot call everyone
• —cancellation fees trigger bad reviews
• —high-risk patients are predictable but not acted on

What they do today: A single SMS reminder 24 hours out, a paper waitlist, and accepting the lost billable hours

Competitor gap

Generic practice reminder tools blast the same message to everyone; EMR vendors ship reminders but no risk model and no self-fill waitlist, so the recovered slot still goes unfilled

Monetization angle

Per-location SaaS pricing: $79–$299/mo per location. Land the one operator who feels the pain daily, prove the recovered dollars in month one, then expand to seats and locations.

How to validate in a week

1. 01Day 1 — Find 25 targets: 2-10 therapist outpatient PT, OT or chiro clinics. Pull them from public directories, review sites and the original subreddit. Do not filter yet.
2. 02Day 2 — Cold outreach with the pain, not the product. Open with "15-20% of billable slots go empty" and ask how they handle it today. Reply rate target: 8%.
3. 03Day 3 — Run 8 calls. Ask what they currently pay to solve this, what they tried, and what would make them switch mid-contract.
4. 04Day 4 — Deliver Scores every appointment for no-show risk, changes the reminder cadence for high-risk patients, and offers the slot to a ranked waitlist the moment it opens manually for 2 of them. A spreadsheet and your own hands are fine. This is the concierge test.
5. 05Day 5 — Price it. Quote $79–$299/mo per location and ask for a card. A verbal yes is worth nothing; a deposit is worth everything.
6. 06Day 6–7 — Decide. 3+ paid deposits in Allied health clinic operations means build. Under 3 means the pain is real but the buyer is wrong — go back to Day 1.

Not moving forward? The scoring rubric explains why this idea scored where it did.