Smart waitlist fills no-show gaps instantly for max bay utilization.
Small auto repair shop owners lose revenue due to inefficient scheduling and customer no-shows without affordable, simple software solutions.
RosterFix uses AI to manage schedules and auto-notify waitlist customers when slots open from no-shows or cancels. Owners set availability once, and the system optimizes fills via SMS pushes. Revenue soars as empty bays become instant bookings.
Small auto repair shop owners
Waitlist magic – predictive fills unique to small shops, no manual chasing.
supportive
AI-suggests optimal slots based on history.
Customers join waitlist for services.
SMS waitlist when slot opens.
Bay fill rate and predictions.
Admin add customers fast.
Flag risky appointments.
Pre-set common jobs.
CSV for accounting.
Assign to mechanics.
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| name | text | No |
| bays_count | int | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| shop_id | uuid | No |
| customer_phone | text | No |
| slot_time | timestamp | No |
| risk_score | int | Yes |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| shop_id | uuid | No |
| customer_phone | text | No |
| service | text | No |
| priority | int | No |
Relationships:
/api/waitlist/addJoin waitlist
/api/slots/openAvailable slots
/api/fill/:appointment_idAssign waitlist to slot
/api/predictNo-show risks
No AI
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 30 | 10% | $60 | $720 |
| Month 6 | 350 | 20% | $1,400 | $16,800 |
Waitlist AI fills gaps before they empty.
Target indie auto shops on LinkedIn, free month for feedback + testimonial, run $50 FB ads to 'auto repair owner' audience with waitlist demo.
Multi-location
No waitlist AI
AI fills + cheaper
ML models trained on anonymized fill rates for better predictions.
Staff shortages amplify no-show pain; AI tools now accessible.
AI accuracy low initially
Start rule-based, iterate
Waitlist adoption slow
Incentivize customers
Success: 60% positive
Success: 20% referral rate
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