MatchDispute

Who it's for

gig workers and job applicants flagged by Checkr/Sterling/HireRight/GoodHire for another person's criminal record, who today call the vendor's support line and wait 2-4 weeks or pay an FCRA attorney $300+/hr

The problem

legal (FCRA gives a 30-day statutory dispute window) and payment (a withdrawn job offer while the dispute drags on)

How to build it

web upload of the background-check PDF, a short DOB/middle-name confirmation form, cross-check against public court-record indices for the mismatched identifying details, auto-generated PDF dispute letter citing FCRA §611 addressed to the specific vendor

How it makes money

applicant pays $49 per dispute packet because a withdrawn job offer is worth far more than that and free options (calling the vendor themselves) already failed or are too slow; staffing agencies later pay a monthly plan to pre-clear repeat candidates

Why it doesn't exist yet

background-check vendors have no incentive to build self-dispute tools since disputes cost them staff time; legal aid orgs can't scale per-state court lookups; a small team can specialize narrowly in the top 5 vendors' dispute formats instead of building a general legal product

First users

post the exact 'wrong person, same name' story (mirroring the viral Sean Byrne post) in r/jobs, r/personalfinance and legal-aid Twitter threads where this recurring complaint already gets upvoted

Build size

2 people x 10 weeks - includes: PDF report parser, identifying-detail mismatch check via public court record indices for 5 states to start, FCRA dispute letter templates for the top 5 vendors; excludes: actual legal representation, credit-report disputes, non-US jurisdictions

Biggest risk

a background-check vendor (e.g. Checkr) ships a native self-serve 'dispute a false match' flow, removing the wedge this tool fills

Conditions for a hit (all 3 required)

• Produces a PDF dispute letter citing FCRA §611 addressed to the specific named vendor within 10 minutes of upload
• Surfaces at least one identifying mismatch (DOB or middle name) pulled from a public court-record index as supporting evidence
• Displays a countdown to the 30-day statutory response deadline tied to the report's issue date

How it's judged (in 6 months)

Product Hunt daily top 5, or 200+ verified 5-star reviews on Trustpilot/G2 within 6 months(judgment date 2027-02-16)

AI self-confidence 42/100 — self-reported likelihood of meeting the criterion, not a business success rate