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Cost & Credits Management

ZebraTruth uses a credits-based billing system. Understanding costs helps optimize usage.

Check Your Balance

Response:

Cost Estimates

Cost Optimization Strategies

  1. Use fast mode unless thorough analysis is needed
  2. Cache awareness — Identical content + jurisdictions + platforms returns cached results at 0 credits
  3. Single agents — If you only need to re-check one aspect, call the agent directly instead of the full pipeline
  4. Batch wisely — Check credits before submitting a batch of async jobs

Plans

Reading Cost Breakdowns

Every response includes costBreakdown:
  • cached: true — Research stage hit the cache (0 provider cost)
  • Stage A = legal research & citation retrieval (cacheable, 30-day TTL)
  • Stage C = compliance composition + severity scoring

Handling 402 (Insufficient Credits)

When credits are exhausted:
Present the upgradeUrl to the user with context about their remaining credits.