A case study from Evil Martians on validating product demand for Thicket, an educational marketplace, using a $2K ad budget. The playbook covers sequencing analytics tools (Plausible, PostHog, GA4), configuring Google Ads as a signal pipeline before scaling spend, running disciplined A/B tests with cold traffic at 95% statistical confidence, and building three feedback channels for pricing, unmet demand, and engagement depth. The result: 36K impressions, 128 cold-traffic waitlist signups, and a founder-operable validation infrastructure that scales to warm channels without rebuilding.

6m read timeFrom evilmartians.com
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Validation is infrastructure, not a campaignGoogle Ads as a signal pipelineA/B testing with cold trafficScaling a winning signalThree feedback channelsFounder empowermentResults at a glanceThe cold truth and the takeaway

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