Adoption goal
Tell us which product, audience, or campaign needs proof: activation, retained usage, qualified accounts, product friction, or pipeline confidence.

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LoadingShow us the product, audience, or campaign you need to prove. We will map the fastest path from developer activity to usage evidence, account demand, waste avoided, reporting labor saved, and recommended next actions.
What gets scoped
The goal is not to sell a pile of features. The goal is to find the fastest measurable path from builder activity to product usage and account-level demand.
Tell us which product, audience, or campaign needs proof: activation, retained usage, qualified accounts, product friction, or pipeline confidence.
Share what you already have: docs paths, GitHub/build proof, API/CSV/webhook sources, CRM campaigns, launches, credits, partner programs, or events.
Get the board-ready report your team can use with DevRel, Product, Growth, Sales, finance, security, and executive stakeholders.
Process
Use a work email and name the product, audience, campaign, or adoption question you need to answer.
We identify the fastest sources: builder activity, docs links, GitHub proof, product events, API/CSV/webhook import, CRM, exports, or manual data.
One measured adoption motion becomes a source-labeled report with account intelligence and recommended next actions.
If the first readout is useful, scope the annual program, managed activations, integrations, support, and procurement path.
Prepare
These details help us separate verified evidence, assumptions, and missing instrumentation before we recommend a program.
Pilot intake
Use a work email so we can route the request to the right commercial and technical owner. Keep it short: product, audience, and the decision this readout should support.