plugwheel
Project details

WTB Radar

Category
Market Intelligence
Client
WTB Radar
Engagement
Signal Radar
Project overview

WTB Radar continuously listens to selected WhatsApp watch-trading groups, turns every WTB message into structured data, and makes real demand visible alongside stock and sales.

WTB Radar — From WhatsApp conversations to watch-market intelligence
  • WhatsApp group ingestion
  • Watch model and reference extraction
  • Duplicate and noise control
  • Demand counting and ranking
  • Source traceability
  • Stock coverage analysis
  • Sales velocity reporting
  • Most-wanted watch dashboard
  • Monitored bot operations
Project Result

PlugWheel built a monitored bot that continuously reads selected WhatsApp groups, extracts the requested watch and reference, removes duplicates, and keeps a reliable count of live buying demand.

The dashboard brings demand, available stock, sales velocity, and watch-level gaps together, so the team can see what is most wanted and where inventory decisions matter.

Production system capabilities

  • Continuous WhatsApp signal collection
  • Watch-level demand ranking and counts
  • Stock gaps, sales trends, and dashboard reporting

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