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Search budget controls and adaptive query stopping #38

@TheTrueAI

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@TheTrueAI

Phase: 3 — Growth & Scale (Cost Optimization)

Control SerpAPI spend per run:

  • Implement a search budget per run (e.g., max 20 API calls/day total across all subscribers)
  • Add adaptive query stopping — stop low-yield queries early based on a jobs-per-call threshold
  • Prioritize high-yield queries based on historical data
  • Log budget usage and remaining quota per run

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