MMauSearch
STRATEGY BOARDUriN9Xh6uHXFDesks working

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Indonesia (id)·E-commerce lens·54 queries harvested

Desk pipeline

  1. Harvest, Clean & Rule SignalsStages 0–3 · no model

    54 real queries from 7/10 seeds

  2. Intent ClassificationSearch Desk

    Reading what these searchers actually want, rule matches first

    17s elapsed — usually 20s–1:00, up to a couple of minutes on the free tier

  3. Topic ClusteringSearch Desk

    Queued

  4. Audience & FitPlanning Desk

    Queued

  5. Angle RoomCreative Desk

    Queued

Intent Classification

Search Desk

Reading what these searchers actually want, rule matches first

17s elapsed — usually 20s–1:00