Start a Product Analytics and Feature Adoption Consultancy

1. 1

   Learn the stacks you will be stitching together

   Get hands-on with the major product analytics platforms, warehouse-first modeling, and the event pipelines that feed them. Your value is being fluent across tools the vendors treat as rivals, so you can build the unified layer none of them will. A demo project instrumenting a small open-source app end to end is your portfolio.

2. 2

   Start every client with an instrumentation audit

   Most tracking plans are archaeology: events named by developers who left, duplicate signals, and key actions never tracked at all. Sell a fixed-fee audit that inventories current events, maps them against the questions the team actually asks, and delivers a cleaned tracking plan. It is a low-risk entry purchase and it makes everything you build afterward trustworthy.

3. 3

   Build the unified cohort layer, not a rip-and-replace

   The pitch that wins: keep your existing tools, we make them agree. Pull usage, subscription, and account data into one model keyed on a single user and account identity, then deliver cohort views (activation, retention by signup month, feature usage by plan) the team could never assemble from any single tool. Connective work is defensible precisely because vendors will not do it.

4. 4

   Make feature adoption the flagship dashboard

   Deliver the view every roadmap argument needs: for each shipped feature, the adoption curve, the depth and frequency of use, and the split between power users and ghosts who tried it once. Tag adoption against retention so the team sees which features correlate with accounts that stay. This single artifact changes roadmap meetings, and word of it travels between product leaders.

5. 5

   Turn insight into a monthly rhythm

   Convert the project into a retainer: monthly adoption and churn-risk readout, instrumentation review for whatever shipped, and one deep-dive question answered per month. Product teams reorganize constantly, and a standing outside analyst who maintains the tracking discipline survives the churn that kills internal ownership.

6. 6

   Sell through the churn conversation

   Your buyer is a head of product or growth explaining retention to a board. Write and speak about adoption honestly (including the finding nobody likes: most shipped features go largely unused), and offer a short teardown of a prospect's public onboarding as the door-opener. SaaS communities, product management groups, and investor networks are where that buyer asks for help.

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