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Re-Paired Stars

Every review comes from a paid job.

Re-Paired Stars takes reviews only from paid, completed jobs. One review per job, ever, and every review is moderated before it counts.

Pillar 1
Invoice-gated

Invoice-Gated Reviews

A review requires a paid, completed job on file. One review per job, ever. Every review is moderated before it counts.

Review trigger

Paid, completed job

verified

Invoice check

Required before review

verified

Reviews per job

One, ever

verified

Moderation

Before the review counts

verified

Invoice-gated capture with moderation

Pillar 2
Pipeline-based

Verified Shop Vetting

Shops are verified through a multi-signal process: licensing, insurance, operational history, and initial performance data. System-verified, not self-reported.

Business license

State + local confirmed

verified

Insurance coverage

Liability + workers' comp

verified

Operational history

Complaint records checked

verified

Performance baseline

Initial metrics defined

designed

Pipeline-based verification with document validation

Pillar 3
Seven-signal

Computed Trust Profile

Coming with Wave 17. A computed trust profile scores each shop on seven signals, drawn from job records rather than star ratings. Not available today.

Signals 1–3

Verification, quote completeness, responsiveness

designed

Signals 4–5

Outcome satisfaction, dispute rate

designed

Signals 6–7

Warranty claims, repeat issues

specified

Availability

Coming with Wave 17

specified

Seven-signal profile, coming with Wave 17

Launch Region

Starting in the Bay Area.

The San Francisco Bay Area is where Re-Paired begins. Not because it's trendy — because it's the right market to prove that clear pricing and verified repair shops actually work.

Dense independent shop base

High concentration of independent repair shops with strong operational diversity — the ideal proving ground.

High repair costs

Above-average repair pricing amplifies the value of structured comparison. Transparency matters more when stakes are higher.

Strong digital adoption

Tech-forward consumer base already trained on comparison platforms. Lower friction for behavior change.

Pilot-ready density

Geographically dense metro area allows tight feedback loops, fast iteration, and high data density per repair category.

SF
OAK
BRK
SJ
PA
MV
Bay Area pilot region~3,500 independent shops (IBISWorld)

Next

See the full system, or learn how shops join.

Re-Paired Stars is one layer. See how it connects to requests, quotes, and the rest of the driver experience.