target savings vs one-store checkout
Cart Composer AI
Grocery planning that feels like a command center, not a coupon spreadsheet.
Mix delivery providers, lock your weekly budget, trim waste risk, and push optimized baskets straight to checkout links with tracking built in.
waste reduction target after adaptation
from rough list to optimized execution
Provider-aware optimization
Your cart splits only when the economics beat single-provider fees.
Waste forecasting layer
Perishable quantity controls tune volume by household demand and cadence.
Attribution built in
Checkout clicks and affiliate postbacks are tracked from day one.
Interactive MVP
Build your live optimized cart
Enter constraints and list inputs. The planner returns totals, rollups, checkout links, action plan, and AI notes.
Plan output
Submit your constraints to generate an optimization run.
Business Architecture
Revenue, retention, and defensibility model
Monetization
- Affiliate payout on tracked checkout sessions.
- Subscription target at $9/month for autopilot replan.
- Sponsored inventory with value-score protection.
Core KPI Loop
- Planner completion rate and repeat usage.
- Per-plan savings and waste delta estimates.
- Pilot signup conversion and partner click-through.
Moat Expansion
- Cross-provider basket arbitration logic.
- Household memory and preference graphing.
- Increasing live price-feed coverage over time.
Pilot Intake
Get priority onboarding access
We are onboarding households and partners in controlled waves by geography and provider coverage.