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Post-launch user motive interviews with anti-goals map

Right after a launch, ask new users how they heard about you, why they signed up, and why they were referred, then turn the answers into a goals and anti-goals map.

epic tactic
Best-fit channelResearch · Founder-led · Product Marketing
Stage + contextpost-launch · user research · positioning · retention
BudgetFreebudget tier
Suggested operator signalShare of the target cohort repeating the core action within the chosen period

Why this can grow a startup

Launch traffic is noisy unless somebody turns it into product judgment. These interviews do that. They separate curiosity from repeat demand, show which promise actually pulled the user in, and expose what kind of company the market does not want you to become. The anti-goals part matters because it helps the team protect the thing early users already trust.

Source-backed example

After its Hacker News launch, PostHog asked users how they heard about the product, why they signed up, and why they had been recommended it, then mapped what users loved and the anti-goals the company should avoid.

Source-reported evidence

Source: PostHog Newsletter · Browse PostHog Newsletter tactics

PostHog reached 1,000 users in May 2020 after using post-launch interviews to guide feature and positioning choices

Attributed to the cited source; GrowthDex has not independently verified it. Use this as context, not as a forecast, benchmark, or recommended target.

Evidence scope: claims and metrics are attributed to the linked source; GrowthDex has not independently replicated the reported result. Check the original context and validate fit before applying it. Read the evidence methodology.

Source discovered: May 26, 2026

ResearchFounder-ledProduct Marketingpost-launchuser researchpositioningretention
GrowthDex operator note

When to use it

Use this when Research, Founder-led, Product Marketing is relevant to post-launch, user research, positioning and you can run a bounded test with a free budget.

When not to use it

Do not use it as a substitute for customer evidence, a clear owner, or a measurable stop condition. Local platform rules and market behavior still need checking.

How to do it

  1. Choose one target segment and define the exact next action this tactic should prompt.
  2. Adapt the tactic to Research and Founder-led, using evidence from PostHog Newsletter as context—not as a promised result.
  3. Record a baseline for: Share of the target cohort repeating the core action within the chosen period. Set a guardrail that would make you pause the test.
  4. Run a narrow pilot and choose a test window that fits the normal decision or use cycle; do not scale before you have observed the full cycle.
  5. Compare the signal with its baseline. Scale only if the intended action improves without crossing the guardrail; otherwise revise one variable or stop and record what you learned.
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