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SKU Strategy Decision Engine
A SaaS tool that tells merchants whether they should expand their catalog or focus on current winners based on sales concentration, margin, conversion, and operational readiness. It converts scattered store signals into a single recommendation with a concrete action plan.
Pourquoi c'est important
You run a store where a few products clearly carry the business, but every growth decision feels risky. If you add products too early, you may dilute ad efficiency, increase complexity, and tie up cash. If you wait too long, you worry you are missing new search entry points and customer demand. Standard dashboards tell you what sold, but not what to do next. You need a tool that translates your sales mix, margins, and operational capacity into a confident recommendation about whether to deepen around winners or expand the assortment.
- · Conçu pour Owner-operators and small ecommerce teams with 10-200 SKUs who have some sales history but no merchandising analyst..
- · Monétisation la plus probable : SaaS subscription.
La douleur · Récit
You run a store where a few products clearly carry the business, but every growth decision feels risky. If you add products too early, you may dilute ad efficiency, increase complexity, and tie up cash. If you wait too long, you worry you are missing new search entry points and customer demand. Standard dashboards tell you what sold, but not what to do next. You need a tool that translates your sales mix, margins, and operational capacity into a confident recommendation about whether to deepen around winners or expand the assortment.
Détail du score
Signal du marché
Mise sur le marché
Shopify merchants doing consistent monthly revenue with fewer than 200 SKUs and a clear concentration of sales in a small set of products.
~100K-300K active stores globally
cold outbound
$79/month
15 paying merchants who connect store data and review recommendations within 30 days
Périmètre MVP · 1–2 semaines
- Define the expand-versus-optimize scoring model using sales concentration, gross margin, repeat rate, and catalog size inputs
- Build a Shopify data importer for products, orders, and basic inventory fields
- Create a simple dashboard showing revenue concentration by SKU and category
- Draft recommendation logic for three states: optimize winners, expand adjacent, or hold
- Interview 10 merchants and collect example exports to validate the scoring thresholds
- Add a scenario simulator for one new SKU versus investment in existing winners
- Generate action recommendations with expected upside and risk notes
- Build a lightweight onboarding wizard for store connection and business goals
- Add PDF or shareable report export for founders and partners
- Launch a manual concierge beta with weekly feedback collection from early users
Différenciation
Pourquoi cela pourrait échouer
Auto-contre-argument — le signal de confiance le plus important
- 1The recommendation may feel too subjective, causing merchants to view it as opinion wrapped in software rather than defensible analysis.
- 2Smaller stores may not have clean enough data for the tool to produce reliable outputs, weakening trust early.
- 3General analytics platforms or agencies could copy the messaging and bundle similar advice into broader offerings.
Résumé des preuves
Comment l'IA a synthétisé cet aperçu — pas de citations textuelles
The dominant pattern in the discussion was a need for a decision rule, not more raw data. Roughly half a dozen comments argued that proven winners should be pushed harder first, while several others added that expansion only makes sense once demand, operations, and economics are truly ready. That combination points to a software gap around assortment timing and prioritization.
Plan d'Action
Validez cette opportunité avant d'écrire du code
Prochaine Étape Recommandée
Construire
Signaux de demande forts. Vraie douleur et volonté de payer détectées — commencez à construire un MVP.
Kit de Textes pour Landing Page
Textes prêts à coller, basés sur le langage réel de la communauté Reddit
Titre Principal
SKU Strategy Decision Engine
Sous-titre
A SaaS tool that tells merchants whether they should expand their catalog or focus on current winners based on sales concentration, margin, conversion, and operational readiness. It converts scattered store signals into a single recommendation with a concrete action plan.
Pour Qui
Pour Owner-operators and small ecommerce teams with 10-200 SKUs who have some sales history but no merchandising analyst.
Liste des Fonctionnalités
✓ Expand-versus-optimize scorecard ✓ Catalog concentration and margin analysis ✓ Scenario planner for adding adjacent or unrelated SKUs
Où Valider
Partagez votre landing page sur r/r/ecommerce — c'est exactement là que ces points de douleur ont été découverts.
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