Anonymous Margin Benchmarking Network
Owners will not ask a competitor what they pay in rent or labor, but they will anonymously trade that number for a percentile report — the same mechanic that makes RMA and BizMiner valuable to banks, rebuilt as a self-serve, real-time product for the owners themselves.
Real demand and a real gap (RMA/BizMiner are annual, aggregated, and priced for institutions, not owners), but this lives or dies entirely on solving the cold-start data problem in one vertical before it can expand — most attempts stall here.
RMA's Annual Statement Studies covers 700+ industries from 260,000+ statements but is sold as a book/eStatement product aimed at bankers, CPAs and appraisers, priced per report rather than as a live owner-facing dashboard. BizMiner and industry-association surveys have the same shape: useful, trusted, but annual and aggregate. The gap is a live, self-reported, percentile-ranked network built for the owner who wants to know this month, not last year, whether their numbers are normal — the same 'anonymous data pooling' mechanic that made services like Gusto's wage benchmarking or Homebase's labor-cost data valuable once they had scale, except unbundled from payroll software so any owner can join regardless of vendor.
Submissions and signups spike around tax season (March-April) and fiscal year planning (Oct-Dec) when owners are already looking at their numbers.
Suits you if
- ✓You have a bookkeeping, accounting, or small-business banking background and existing trust with owners in one vertical
- ✓You're comfortable with a slow, unglamorous first 90 days spent one-on-one recruiting seed submissions
- ✓You can credibly partner with a trade association, POS vendor, or bookkeeping firm to get a data pipeline going
- ✓You want a subscription SaaS business, not a one-time report sale
Skip it if
- ✕You need revenue in the first month — the seeding phase produces no paying customers
- ✕You can't pick a single vertical and metro to start — trying to be horizontal on day one kills the cold-start incentive
- ✕You're not willing to personally recruit the first 40-60 businesses by hand
- ✕You don't have any relevant credibility (accounting/lending/industry) to get owners to trust you with real numbers
Skills: Core skills: basic financial statement literacy (knowing what COGS%, labor%, and occupancy% mean by industry), no-code/low-code product building (Typeform, Retool, Postgres), and — most importantly — relationship building with trade associations or bookkeeping firms who can vouch for the platform's legitimacy and privacy.
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