{"schema_version":"1.0","generated":"2026-07-01T20:43:17.500Z","description":"Anonymized agent trajectory data from zambo.dev production. Real usage patterns from 50 live tools (2 MCPs). Use for RAG grounding, eval benchmarks, or AI infrastructure research.","license":"CC0 1.0 — public domain","cite_as":"zambo.dev agent trajectory dataset — Brennan Zambo, https://zambo.dev/api/geo/trajectories","summary":{"zambot_sparks":18,"leadsignal_searches":14,"ai_crawler_hits":200,"crawlers_seen":["Googlebot","ClaudeBot","Bingbot","PetalBot","Applebot","GPTBot","ChatGPT-User","unknown-crawler","OAI-SearchBot"],"top_crawler":"Applebot"},"trajectories":{"zambot_sparks":[{"id":"zbt_swarm_a0fb1c996bea44367185da6843de","goal_anon":"[swarm]I need consistent income now. Zambo.dev and my products brin","spark_preview":"All domains agree that achieving consistent income now requires adaptability, strategic decision-making, and a willingness to take calculated risks. 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