MISSPRINT Prediction V3
Best-of-both: live sales + stock + Shopify + CLIP design intelligence
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What should we produce next?

This view combines VasyERP sales items, stock cache, and Shopify catalog data into action-first recommendations: reproduce winners, test new online styles, allocate sizes/stores, and avoid slow stock.
Top production decisions
Ranked by demand, stock, freshness
Today summary
Avoid / reduce production
High stock or weak recent sales
New style planner
Category + color + fabric + quantity
Upload photo for color/silhouette help Edit product type before prediction Allocation expands by store and size
Photo-assisted prediction
Optional. Upload a new style photo to auto-suggest color. Product type and fabric remain editable before prediction.
Find old style
Best repeat candidates
Fast movers with low stock
Restock alerts — selling fast, running low
Velocity + days of cover (live)
Days of cover = current stock ÷ recent daily velocity. ● urgent (<5 days) · ● soon (<12) · ● plan ahead. Restock Qty covers the next ~21 days of demand.
Store DNA
Each store sells a different mix · maturity-aware
Maturity is based on months open. Younger stores get smaller absolute quantities; the category MIX is what tells you what each store's customer actually buys.
Distribution gaps
Winner missing from a store that buys the category
Size gaps
Demand vs stock by size
CLIP design coverage
2,509 image-tagged + balance auto-filled
Best-selling prints / crafts
Design that sells
Color performance
Revenue by color family
Silhouette demand
Category forecast
Qty + amount + channel view
Store demand pattern
Prediction model rules
Data coverage
Evergreen keep-alive list
Never discontinue — sells online month after month
Online predicts a different question than offline: not "what to produce next" but "which styles must we never let go out of stock". Ranked by consistency (distinct months sold), not recent velocity. Source: The Loom shipped orders (net of cancellations).
The Loom
Per-style + revenue
Marketplace channels (Uniware)
Order volume + status
All channel order counts + status. Per-SKU units + revenue shown below.
Marketplace style demand (Uniware)
Nykaa · Myntra · MISSPRINT
Real per-SKU units, revenue + its own evergreen/steady rating (scored within each style's lifespan, like Loom). Kept a separate signal — NOT blended into Loom's score.
Top online styles by revenue
The Loom · our 60% share
Online-only styles
Sell on Loom but absent from offline stores
Pure online demand — judge these by online consistency, never by offline store rules. Protecting their stock keeps online revenue alive.