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PostHog

A product analytics platform.

posthog.com3 sources3 tips
In short

PostHog shows up as a supporting tool, not a case study, and the sources give no metrics for it. One founder used it to check whether users understand a feature and where they get confused. Others list it as an alternative to Firebase and Mixpanel, and as a core PLG data stack option. Lesson: start with product analytics, and cross-check tools.

At a glanceA demo video plays once, on first use, then steps aside
  1. 1PostHog flags confusionShows where users get stuck
  2. 2User taps in first timeVideo never shown again after this
  3. 3Short demo video playsScreen recording or creator explaining
  4. 4User moves to challengeBrawler punch counter app

From PostHog analytics, Brawler punch counter app

What was said about PostHog

  • Product analytics like PostHog is the first piece of a PLG data stack. Hila Qu lists the core infrastructure as a data hub such as Segment, a product analytics tool (Amplitude, PostHog or Mixpanel), an experimentation tool, and a lifecycle marketing tool.

    Lifecycle tools act on in-product behavior, unlike lead-nurture email tools that score opens and reads. Enrichment (ZoomInfo, Clearbit), onboarding builders (Appcues, Userpilot) and PQL tools (Pocus, Endgame) come later.

  • Install two analytics packages to cross-check your data. Chaim's team uses Firebase (Google Analytics) most, and sometimes installs two packages to cross-reference the numbers. Mixpanel and PostHog are named as alternatives.

    You can also compare against Apple and Google Play analytics, then learn to read what the data means. Quote: "sometimes we even install two packages differ to cross the information".

  • Use PostHog to find where users get confused, then add a demo video. For complex features, show a short screen recording or creator explanation the first time a user taps in, then never again. PostHog analytics help spot where users are confused.

    The Brawler punch counter shows a video on first use, then moves on to the challenge. Creators will often make these videos for free.

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