When off-the-shelf data isn't enough
Five situations where teams stop subscribing to data and start sourcing it. Find the one that sounds like you.
- 01
Capturing the total addressable market databases miss
Market sizing pulled from a single database inherits that database's gaps. For mainstream software that's tolerable. For most other markets it means your "TAM" is really "the slice one vendor happened to catalog" — and nothing in the export tells you which is which.
- TAM vs. reality gap
- Territory planning stalls
- The number won't defend
- Segments look empty
- 02
Selling into data-poor markets
Most go-to-market advice assumes your buyers are already cataloged. For a lot of real businesses they aren't. If you sell into the trades, local operators, regional brands, licensed professionals, or a category that didn't exist three years ago, the databases everyone pays for are mostly blanks where your ICP should be.
- Exports come back thin
- Reps research by hand
- Generic tools underperform
- Everyone has the same list
- 03
GTM engineering instead of hiring a data team
When you're lean, every hire is a bet with a long feedback loop. A junior RevOps or data hire is cheaper on paper but slow to ramp and easy to misdirect; a senior one is expensive and genuinely hard to find. Either way, while you decide, outbound runs on whatever a single tool happens to have.
- Founder-led GTM
- Tool sprawl, no system
- Hiring is the bottleneck
- Nobody owns the CRM
- 04
Enterprise data ops & augmentation
Enterprise go-to-market doesn't lack tools. It lacks coverage in the corners and the engineering time to keep data clean, current, and scored — and those two shortages reinforce each other, because the team that would fix the coverage gap is the team already behind on everything else.
- Coverage gaps persist
- Decay outpaces refresh
- Engineering is the bottleneck
- Provenance is unknown
- Shadow spreadsheets
- 05
White-label data infrastructure for GTM agencies
Every new client is a new ICP, and the markets hardest to reach are often precisely the ones that hired an agency because in-house couldn't crack them. Re-solving sourcing and systems per account eats the margin that made the account worth signing.
- ICP varies per client
- Results stall on coverage
- Delivery doesn't scale
- You're declining good accounts
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