For a growth team, adoption is more useful as a product question than a market headline. Who completes a useful action? What brings them back? What does the experience cost to operate?
The areas below offer a framework for evaluating participation. They are not market-size forecasts, investment recommendations or claims that a particular technology has reached mainstream use.
Follow a complete payment journey
For a product using stablecoins, measure the journey it actually supports: starting a payment, completing it and resolving failures. Distinguish transfers from purchases or other economic activity before drawing conclusions from transaction volume.
Repeated transfers can reflect many behaviors. High volume alone does not establish the number of users, the purpose of a payment or the quality of the experience. Report what your data can observe and where context is missing.
Separate tokenization from the user benefit
A tokenized asset experience still needs understandable eligibility, access and support. For product measurement, identify the specific journey the team operates rather than treating token issuance as evidence of demand.
Legal rights, redemption arrangements and risks depend on the offering. Growth copy should use approved product information and avoid implying that putting an asset onchain removes those obligations or risks.
Evaluate automation by the job it performs
AI or automated agents may support parts of an onchain workflow. Assess the bounded task: what the system can do, which actions need review and how errors are handled. A demonstration does not establish dependable operation at scale.
Keep human participants, automated activity and transaction counts distinct when reporting engagement. Otherwise an increase in automation can look like an increase in the number of people using the product.
Measure product use beyond wallet connections
Choose a qualifying action that reflects value in your product and define the observation window. Track starts, successful completions and repeat use separately. A wallet address is not a unique person, and several addresses may belong to one participant.
Campaigns can help explain an unfamiliar journey. With Claimr, a quest can guide a task and an achievement can show progress. Evaluate whether those mechanics improve useful completions and later use, accounting for reward and operating costs.
Use the result to decide what to improve next. Keep market context separate from measured product outcomes, and avoid attributing all activity during a campaign to the campaign itself.
Keep learning
Further reading
Continue with Claimr's foundational guides and use the workbook to plan a campaign for your product.
Understand events, rules, progress and outcomes, with research references and implementation considerations.
Compare qualification rules, reward timing and costs using a worked example and published research.
Define your audience, tasks, rewards and measurement plan using the chapter worksheets.
