Text + structured lists
Express household state, needs and preferences in the simplest testable format.
Simulated hereAI Grocery Decision Assistant
Pre-product · Simulated experienceGroceries, already thought through.
Start with a sample household list. Review what may be needed, compare complete costs, then decide what happens next—with the explanation always in view.
Your household stays at the centre. You decide what happens next.
Try it before deciding
- 1Review a sample list
- 2Compare cost and convenience
- 3Approve, then review the outcome
ILLUSTRATIVE SCENE · LIST-FIRST PLANNINGPRODUCT REALITY · OCTOBER 2026
Clear about what is now, next and later.
Groceria is pre-product. This site is a simulated experience for learning with households and design partners—not a live ordering service.
Decision assistance
Test whether explanations, corrections and household authorization reduce grocery decision work.
In validationImage, receipt, video + voice
Faster capture modes may follow after the core decision experience proves useful and trustworthy.
PlannedTHE HIDDEN WORK IN EVERY TRIP
The hardest part of groceries is not delivery. It is deciding.
Households repeatedly reconstruct what is at home, what will run out, what fits, when it matters and whether another trip or delivery is worth it.
Groceria turns fragmented grocery choices into one explainable decision.01What do we already have?
02What will we need next?
03How much should we buy?
04When do we need it?
05Where is the best overall basket?
06Buy now, substitute or postpone?
THE COMPLETE PRODUCT LOOP
From physical reality to a better next decision.
Click each step to see where user permission, uncertainty and reconciliation enter the loop.
01Capture+
You deliberately share a text note or structured list. Image, receipt, video and voice input are planned later.
02Understand+
Groceria organizes the household state and makes missing or uncertain information visible.
03Predict+
Likely needs surface from timing, preferences, routines and permissioned context.
04Decide+
Products, pack sizes, substitutes, fees, urgency and likely waste are evaluated together.
05Authorize+
The household corrects the plan, sets boundaries and explicitly approves what may happen next.
06Act+
An authorized retailer or marketplace can fulfil the approved plan; Groceria is not the fleet operator.
07Reconcile+
Receipts, outcomes and household corrections update the state—only where the right to learn exists.
08Learn+
Future recommendations can become more relevant through permissioned outcomes, not assumed intent.
PERSISTENT HOUSEHOLD DIGITAL TWIN™
In validationA living model of what your household has, uses and may need next.
Not a static inventory list. A permissioned, continuously corrected model beginning with text and structured lists, then expanding to richer inputs only when useful, safe and explicitly chosen.
- 01Physical statePantry, fridge, freezer, quantity, condition and last confirmation
- 02Consumption rhythmLikely use rates, routines, context and run-out timing
- 03Household rulesDietary, brand, budget, convenience and substitution preferences
- 04ReconciliationCorrections after shopping, delivery, substitution or use
Your household state belongs to your experience. Groceria should never require the sale of identifiable household data to create value.
HOUSEHOLDDIGITAL
TWINCorrectable
TWINCorrectable
HASInventory
USESConsumption
MAY NEEDPrediction
PREFERSIntent
CORRECTSFeedback
THE BEST BASKET ≠ THE LOWEST STICKER PRICE
Optimize the decision, not one product price.
Best value can balance total landed cost, availability confidence, urgency, pack-size waste, delivery time, loyalty and the inconvenience of splitting a basket.
Open the simulated basketSIMULATED · AED
ExplainableWhy this basket?
Total landed costAED 108.50
Buy at Store AMilk + eggs
Order from Store BCoffee + produce
Purchase planIn-store + online
The illustrative plan costs AED 14.70 less than the stated reference after fees. This is not a measured household saving. Urgent milk and eggs stay with you; coffee and produce arrive later.
THE CREDIBLE EXPANSION PATH
Start with one decision. Build the intelligence layer.
The consumer wedge is where value must be validated first. Permissioned, privacy-protected outcomes can support deeper business and infrastructure value over time.
AI Grocery Decision Assistant
Reduce the mental work of deciding what, when, how much and where to buy.
Simulated demoCommerce Decision Intelligence™
Help partners understand, serve and measure permissioned demand more intelligently.
In validationOpen Commerce™
Enable neutral, explainable orchestration across eligible commerce participants.
Strategic thesisFOR RETAILERS & MARKETPLACES
Know the mission before the cart exists.
Explore how a design partner could test aggregated demand signals, stockout and substitution risk, basket conversion, pack-size insight and waste-aware relevance.
See the retailer propositionIllustrative example · not live retailer data“A local household cluster is likely to need milk, eggs and breakfast items within 48 hours. Milk supply is sufficient; egg stockout risk is elevated; short-dated yoghurt is overstocked.”
Possible decision: relevant substitution + waste-aware offer
OPEN COMMERCE™
Strategic thesisA neutral intelligence layer for an open commerce future.
Households should be able to express a need, authorize a plan and receive an explainable decision across eligible commerce options—without forcing every retailer to disappear inside another closed marketplace.
Grocery is where we prove it. Open Commerce™ is where it goes.
FIRST-MOVER PARTNER MESSAGEDo not wait for Open Commerce to be defined around you. Help define it.
Explore Open Commerce PERMISSIONEDHousehold intentNeed · timing · context
GDECIDE
R1Local retailerEligible option
R2MarketplaceEligible option
R3SpecialistEligible option
HOUSEHOLD AUTHORIZESPlan · handoff · fulfilment
TRUST BY DESIGN
Useful intelligence requires earned permission.
Predicted need is not permissionPermission is not purchaseCorrect or delete inferred itemsSee uncertainty and “Why?”Approve before any handoffNo hidden sponsored influence
Read the Responsible AI principles CHOOSE YOUR PATH
The next grocery basket should begin with what your household actually needs.
Groceria™ — The intelligence layer between household need and commerce outcome. Enquiry drafts are local previews; nothing is sent.
Before you start
Can I order through Groceria today?
Groceria is pre-product. You can try a simulated journey now; it does not place an order or process payment.
What happens to my demo data?
Sample quantities and enquiry drafts remain on the open page until reload. Only your selected language is remembered in a functional cookie.
Do the images and receipts represent live integrations?
The images are illustrative. Visual input, receipt scanning and retailer integrations remain planned; the demo simulates reconciliation.
How is the suggested plan chosen?
The demo compares fictional item prices and delivery fees, then applies your quantities and minimum saving for an extra delivery. You can inspect the arithmetic, edit or undo.