Raw data feeds are the closest match to what many executives imagine first: external sales of data tables, files, or feeds to another party. This can work when data is refreshed, cleanly structured, contractually licensable, and difficult to source elsewhere. But it is also the move most exposed to commoditization, pricing pressure, and substitution.

Recurring data sets are more durable because the product is not a one-time handoff. It is a governed, refreshed data asset delivered on a reliable cadence with stable schema and integration-ready access.

Packaged insights are often the stronger external opportunity because the product is decision-ready rather than data-heavy. The offer may be a benchmark, trend view, demand signal, pricing indicator, or market alert. The buyer is paying for clarity, speed, and confidence in a decision.

The product here is a repeatable service built around custom data generation, labeling, validation, or expert judgment. The buyer is purchasing a fast, fit-for-purpose capability, often backed by domain specialists who can label and validate at scale.

Data-powered products create value when data becomes part of an experience or product the customer uses repeatedly, whether by strengthening an existing product's performance and defensibility, or generating new product revenue through a fully built external offering grounded in proprietary data.