Growth idea action plan
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.
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.
Key metric to watch
PostHog reached 1,000 users in May 2020 after using post-launch interviews to guide feature and positioning choices
Ian's take
From scaling consumer platforms across MENA and Southeast Asia, my default is to distrust growth work that only looks good in a slide. My bias is to treat this as a small market test first. Make the audience narrow, make the promise concrete, and let the first real response decide whether it deserves more work. For retention, I would watch the second and third use, not just the first click. A tactic is real when it changes a habit. For this tactic, I would watch one clear growth signal before putting more time or budget behind it.
Action plan
- Define one narrow startup segment where post-launch user motive interviews with anti-goals map can create a measurable lift.
- Turn the tactic into one offer, page, campaign, or workflow for the Research and Founder-led channel.
- Use the evidence from newsletter.posthog.com to set the first version of the message, format, and audience.
- Launch a small test for 7 to 14 days with one success metric: one measurable growth signal.
- Review the result, keep the winning message, remove weak variants, and turn the learning into a repeatable growth playbook.
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: PostHog Newsletter (newsletter.posthog.com)
GrowthDex source hub: PostHog Newsletter
Last checked: 2026-05-26
Adjacent tactics in the same lane
If this page is close to your problem, these tactic pages usually belong in the same working set.
- Deadline-backed pivot sprint for first-user validation same source · 2 shared channels · 1 shared stage
- Concierge onboarding with direct messages before self-serve same source · 1 shared channel · 1 shared stage
- Two-sentence founder ask for user interviews same source · 1 shared channel
- Founder 30-second reply SLA for early users same source · 1 shared stage
Related GrowthDex essays
- The first growth system usually looks manual founder-led growth, brand trust, early-stage growth
Read GrowthDex essays
The Blog turns real growth tactics into plain-English case studies by niche, channel, and buying situation.
Why this is worth your time
GrowthDex starts with tactics that founders, marketers, and product teams have actually tried. Each essay turns the evidence into a practical move you can test without pretending one case study is a guarantee.
Ian Goh has helped grow consumer platforms across Southeast Asia, India, and MENA. His work includes scaling Tiki to 100M+ users, doubling BIGO's MENA revenue in 7 months, and increasing OYO's direct booking share across 6 Southeast Asian markets.
- Helped scale Tiki to 100M+ users.
- Doubled BIGO's MENA revenue in 7 months.
- Raised OYO's direct booking share by 50% across 6 Southeast Asian markets.
Want help turning this into a growth system?
If you want someone to pressure-test this against your real market, Ian works with founders on growth, market entry, and operator-led distribution.
Work with Ian on growth advisory