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A global contributor marketplace turns field observations into enterprise market intelligence delivered in weeks.
80 customers · ~$100K typical annual customer value · 250–300% reported net dollar retention
Sell evidence that changes an enterprise decision: Premise says customers began with a $10K–$20K proof of concept, then expanded as fast field data replaced months-long studies.
Fewer bars = easier, cheaper, or faster for an AI-assisted solo builder. Editorial judgments based on the case details.
Premise Data runs a two-sided market research platform. It recruits ordinary contributors through social media, trains them in an app, then routes them to small data-collection tasks posted by enterprise clients. Aggregated submissions give brands, governments, and other institutions a view of conditions on the ground. CEO Mari Blackman described a global contributor pool spanning 120 countries. One early use case had AB InBev measure beer freshness by capturing information from product labels across markets; the work took weeks rather than the three to six months a conventional study could take. Typical customers paid about $100,000 annually through use-it-or-lose-it credits. Blackman said the company had signed its 80th customer, had about $20 million in run rate after roughly $10 million a year earlier, and reported 250–300% net dollar retention at that early stage. The interview places the company in San Francisco and says it was founded in 2012. Blackman joined in 2018, narrowed the initial focus to three verticals, and named AB InBev, Western Union, Facebook, the Gates Foundation, and US and UK government entities among early customers.
For a $100,000 annual research contract, the first customer is most likely to come from a buyer who already funds slow, recurring field studies. Pick one vertical and one measurable question, then map the budget owner: brand insights, consumer research, or data analytics.
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Data credibility: The figures come from CEO Mari Blackman in a Nathan Latka interview and are company-reported, not independently audited. He said Premise had about $20 million in run rate, 80 customers, roughly $100,000 typical annual customer value, and 250–300% net dollar retention while the customer base was still early. The interview also reports growth from about $10 million run rate a year earlier and names early customers and an AB InBev study. These statements are not third-party verified; retention may normalize as cohorts mature.
For Premise, revenue starts when an organization pays for a defined data-collection program, not when a contributor installs the app. The interview describes annual credit agreements scoped around expected volume and task complexity, with unused credits forfeited.
Premise’s reported expansion mechanism is data becoming part of the customer’s decision process. Blackman said customers began with proofs of concept costing roughly $10,000–$20,000, then often expanded after seeing the speed and usefulness of the results.
Premise had been operating for years before meaningful commercial activity, according to Blackman. When he joined in 2018, he says he focused limited resources on three verticals and an initial customer set rather than treating the platform as a universal research tool.
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