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Why Shelfbee

Every other grocery app answers a different question. Here's ours: given your postal code and what you need this week, which one to three stops minimize your total real cost — price plus gas plus time?

The cheapest shelf isn't always the cheapest trip

A $0.50 saving 25 km away costs $13.75 in driving plus $9.90 in time. Most apps treat shelf price as the only number that matters. Shelfbee folds the drive into the math:

real_cost = price + (distance_km × $0.55) + (drive_minutes × $0.33)

The per-km figure tracks the Canadian Automobile Association estimates for an average compact car (gas, insurance, maintenance prorated). The per-minute figure values your time at $20/hour. You can override to a pure-price sort when you want it; the real-cost answer is just the default.

How Shelfbee fits next to other tools

Flyer apps (Flipp)

Answers: What's on sale this week, by retailer

Doesn't: No cross-retailer price comparison, no travel cost in the math, no shopping-list optimization

Retailer apps (PC Optimum, Save-on)

Answers: What's on sale at MY store

Doesn't: Locked to one chain. Can't tell you when driving 8 minutes to a different store actually wins

Delivery apps (Instacart)

Answers: What can be delivered to my door

Doesn't: Ranks by what generates the highest delivery margin, not by what saves you money

Shelfbee

Answers: Where should I shop this week to minimize total real cost?

Doesn't: We don't do delivery. We don't replicate the entire flyer experience. We answer one question well.

Apples-to-apples comparison

Every store names its SKUs differently — “No Name 2% Milk, 2L Jug” vs “Beatrice Partly Skimmed 2% Milk 2L.” If we just matched on text, the same product would appear as a dozen separate listings. Instead, Shelfbee maintains a canonical product layer — a curated list of ~1,500 high-velocity items that retailer SKUs are mapped against. When you search “2% milk 2L,” you see every retailer's version of the same product on one card, sorted by real cost.

This is months of curation that doesn't auto-generate. It's the reason comparison works.

Trust matters as much as math

Some shoppers prefer FreshCo for produce, Costco for baby. Real-cost ranking handles the math; per-category retailer preferences handle the trust. Set yours in /settings and your trusted stores get a soft ranking boost (never a hard filter — a 50%-off deal at a less-preferred store still surfaces, just below your preferred one).

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