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Re-Paired Stars

Reviews will come only from paid jobs.

Re-Paired Stars is designed to take reviews only from paid, completed jobs: one review per job, moderated before it counts. Reviews are not open yet.

Pillar 1
Invoice-gated

Invoice-Gated Reviews

Designed, not open yet. When reviews open, a review will require a paid, completed job on file: one review per job, moderated before it counts.

Review trigger

Paid, completed job

designed

Invoice check

Required before review

designed

Reviews per job

One, ever

designed

Moderation

Before the review counts

designed

Invoice-gated capture with moderation (designed)

Pillar 2
Application

Shop Review

A shop applies before it can receive requests, and Re-Paired reviews the application before approving it. License and insurance details are reported by the shop; document checks are designed, not yet built.

Application review

Before the shop gets requests

verified

Business license

Reported by the shop

designed

Insurance coverage

Reported by the shop

designed

Operational history

Complaint records check

specified

Application review before approval

Pillar 3
Seven-signal

Computed Trust Profile

Planned, not scheduled. A computed trust profile would score 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

Not scheduled

specified

Seven-signal profile (planned)

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.