Most dispensaries do not have a marketing problem first. They have a data problem. Customer lists sit disconnected from POS. Loyalty programs collect names without driving behavior. Past buyers quietly disappear while operators keep chasing new traffic.

The Cannabis Retention Recovery OS Kit gives licensed operators the monthly loop to fix it: capture, clean, segment, match, draft, approve, launch, measure, repeat.

Includes: 42-page operator field manual, V4.1 Retention OS workbook, data health score, seven recovery segment model, recovery revenue estimator, margin-checked campaign planner, inventory-to-customer matching worksheet, approval log, results tracker, monthly dashboard, campaign swipe file, compliance-aware pre-send checklist, AI prompt pack, brand-to-retail worksheet, and launch guide.

Built from BakedBot AI field notes with real operators including Thrive Syracuse and Ultra Cannabis. One Thrive Syracuse operating snapshot showed 220 public customers, 1,912 communications, 46 campaign proposals, 93 approval events, 19 campaigns created. Those are operating numbers, not revenue claims.

For: dispensary owners, general managers, cannabis retail marketers, social equity operators, consultants, fractional CMOs, and brand teams.

This is educational material only. Not legal advice. Cannabis marketing rules vary by state. Confirm current state rules before sending any campaign.