AI Product Curation
We turn your data and market insight into an actionable, ranked product list and introductions to trusted suppliers so you launch the right items sooner with less uncertainty.
What’s Included
Curation Brief
Clear problem framing, success criteria, constraints, and target segments to guide the curation.
Demand Forecast
Signal-based demand forecast with confidence ranges for shortlisted product categories/SKUs.
Prioritized Shortlist
Ranked product list with scoring rationale, margin/lead-time notes, and supply risk flags.
Verified Suppliers
Curated supplier matches with MOQs, sample policies, certifications, and contact channels.
Go‑to‑Market Plan
Pilot plan, merchandising guidance, and onboarding checklist to launch with confidence.
Post‑Launch Review
Optional 30‑day review with iteration recommendations based on early performance.
From data to an actionable, ranked shortlist
1) Data Intake
We ingest sales history, catalog, web analytics, and market signals (public + proprietary).
2) Signal Engineering
Engineer features for demand, margin, seasonality, trend velocity, and supply risk.
3) Modeling
Apply tailored ML models for demand estimation and product–market fit scoring.
4) Human‑in‑the‑Loop
Expert review validates outliers, applies category nuance, and adjusts constraints.
5) Validation
Backtests on historical windows and sandbox checks with your merchandising team.
6) Sourcing
Supplier verification (MOQ, quality, compliance) and introduction playbook.
Timeline & Engagement
Typical delivery in 2–3 weeks depending on data readiness and scope.
Kickoff, data intake, signal engineering, and baseline modeling.
Validation, ranked shortlist, verified suppliers, and GTM plan.
Pilot support, onboarding assistance, and post‑launch review.
We meet you where your data lives
Commerce
Shopify, WooCommerce, Magento, custom stores
Analytics
GA4, Search Console, ad platforms
Files & DBs
CSV/Excel, Google Sheets, SQL exports
Market
Category trend data, competitor price tracking
POS/Offline
Retail POS exports and inventory feeds
Vendors
Supplier catalogs, MOQ/lead time, certifications
Success Metrics We Track
Sell‑through rate
% of curated inventory sold within target window
Time‑to‑shelf
Lead time from decision to first sale
Margin uplift
Gross margin improvement for curated SKUs
Stockout reduction
Fewer missed sales vs baseline
Supplier lead‑time
Shorter onboarding and replenishment
Common questions, answered
What data do you need?
Helpful inputs include sales history, product catalog, analytics, and any supplier info. We can start light and expand.
How long does it take?
Most engagements complete in 2–3 weeks depending on scope and data readiness.
Can this work for offline stores?
Yes. We support POS and inventory feeds and can tailor signals for brick‑and‑mortar.
How is our data protected?
We follow strict access controls and can sign NDAs. Data is used only for your engagement.