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10.3 AI-Native Acquisition Tactics (Use Post-PMF Only)

Operating Rules

  • Deploy AI-driven ad optimization only after conversion-quality tracking is stable (value-based goals, qualified conversion events, clear payback windows). References: E4 E75 E78 E82
  • Use platform automation only after LONGSHOT holdout tests show incremental lift on qualified outcomes (funded activation, first trade, retained participation) without harming liquidity quality. References: E2 E3 E4 E78 E81 E82
  • For programmatic discovery, treat SEO, PSEO, and LLM SEO as separate systems with strict publish gates (source citation, uniqueness, non-thin value). References: E6 E83 E84 E91
  • Keep human-in-the-loop review for compliance-sensitive messaging, creative claims, and major strategy shifts. References: E11 E93 E95