Our methodology

Research informs the plan. Your product decides the next step.

We look for useful, documented lifecycle patterns, then adapt them to the outcome your customer is trying to reach.

154reviewed source cards
17conditional patterns
34overlapping product / industry families

Start with the useful outcome

A team app might need a first shared task. An integration tool might need a successful import. A mobile habit app might need a first meaningful session. “Send a welcome sequence” is too broad to choose the right message.

Use evidence for the claim it supports

Our library includes first-party product documentation, implementation guidance and practical lifecycle analysis. A documented feature can establish that a workflow exists. It cannot establish that a particular email caused a conversion lift.

Every suggested email identifies the source cards and patterns behind its reasoning. Adapted ideas and hypotheses are labeled. Exact timing and copy remain proposals to check against your product.

Keep the assumptions visible

We read up to three public product pages, or use your description when the website cannot be read. You confirm the audience, commercial model, useful first outcome and known events before generation. We do not access your customer database or infer installed events from a marketing website.

Check the output before saving it

Generated drafts are checked for structure, known citations, declared variables and safe links. Missing app destinations become setup dependencies. A human still needs to check the product facts, recipient permission, tone and implementation before sending.

What this research does not claim

The current library is not 1,000 independently observed funnels. The original 1,000-funnel idea is a research ambition, not a completed claim. We do not claim a universally optimal sequence, guaranteed ROI, or proof of results for every industry.

Some of the material behind the work

Library reviewed September 8, 2026. Source availability and provider behavior can change. We preserve source provenance and revisit material that affects implementation.

Find the next useful email for your product.

Start with your website or a short description. The diagnostic is free.

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