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The Ecosystem
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Improved Shopping Experience
{{ ic.up }}Browsing
{{ ic.up }}Conversion
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Configurable Store Builder
{{ ic.up }}Organizations
{{ ic.up }}Stores
{{ ic.up }}GMV
{{ ic.up }}Revenue
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Team Dealer
Organization
Schools, Teams, & Local Programs
Business model
{{ ic.arrowDown }}Customers per store
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Store characteristics
•Short, seasonal
•Modest branding
•Required and standard products
Promo Distributor
Organization
Large Corporations & Groups
Business model
{{ ic.arrowUp }}Customers per store
{{ ic.arrowDown }}Stores
Store characteristics
•Long-running
•Strong brand identity
•Product deals and special collections
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{{ ic.megaphone }}Promotional Content
{{ ic.tag }}Differentiated Product Displays
{{ ic.aperture }}Branding & Imagery
Top-Down
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Options
vs
Bottom-Up
Combinations
{{ ic.pin }}Primitives
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Optimized Ingredients
Sift plans around Minimal Purchasable Quantities (MPQs)* to make the most of every ingredient.
No more leftover herbs.
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Integrated Planning
Natural language meal discovery and planning keeps grocery lists and recipes adaptable and in sync.
No more cross-referencing.
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Personalized to You
Sift learns your preferences and cookbook over time, turning Sunday planning into "that's just what I wanted!"
No more starting from scratch.
Pros
•No restrictions on inputs
•No restrictions on editing requests
•Dynamic request changes (i.e., generate 4 dinners → show me Italian recipes)
Cons
•Redundant typing of starting inputs
•Unclear data points attached to edits (i.e., change salmon recipe → which one?)
•Context loss when trying to integrate new recipes into plans across multiple messages
{{ ic.circleUp }}Natural Language
{{ ic.circleDown }}Workflow Efficiency
Non-Deterministic Actions
Initial generation
Misc. PreferencesIngredientsOtherDietCuisinesCostCulinary Level
Editing
Misc. PreferencesOther
vs
Deterministic Actions
Initial generation
# Breakfasts# Lunches# DinnersServing Sizes
Editing
RetryReplaceKeep
= options that could arguably be made deterministic through sliders, selections, etc., albeit at the risk of limiting the user.
Initial
[Canvas]
[Canvas]
Draft menu
[Canvas]
[Canvas]
Canvas
The main output
Deterministic Actions
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Chat
The editing function
Non‑Deterministic Actions
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Branding
Logo, tagline, brand voice, marketing assets
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Marketing & Outreach
Flyers, local newspaper, social media
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Baking
In other words, setting a million alarms for the rise times
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Managing Inventory
Ordering supplies & ensuring utilization
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Coordinating Orders
Ensuring capacity, scheduling deliveries
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Tracking Finances
Maintaining margins, tracking revenue and expenses
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