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Product Analytics Tools complaints: what users actually hate

We mined public reviews, Reddit threads, and support forums to surface the loudest pains in the product analytics tools market — and the product gaps a new entrant could exploit.

Opportunity score
Product Analytics Tools
67/100

Top complaints about product analytics tools

  • Setup takes weeks
  • Pricing is opaque
  • Cohorts are confusing
  • Funnels miss edge cases

Tools users complain about

MixpanelAmplitudeHeapPostHog

These are the incumbents — and the source of most public complaints. Look for the workflow they all skip.

SEO keywords to target

product analytics tools complaintsproduct analytics tools alternativesbest product analytics toolsproduct analytics tools for PMs & growth teamsproduct analytics tools reviewswhy is mixpanel so expensive

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