OngoingAI

Usage & market intelligence

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What does DontGuess do?

Plan buy quantities for new product launches before you have sales data. DontGuess uses ur existing catalog & pre-launch signals to build a defensible buy plan

  • Find similar products in your catalog to estimate demand for new launches
  • Get a size-by-color buy grid with evidence behind every number
  • Apply MOQ and pack multiple constraints with clear explanations
  • Edit any cell in the final plan, then export a clean CSV for your PO
  • Connect Klaviyo to pull waitlist and interest list data as demand signals

Features

Inventory optimizationForecastingSKUsInventory planningAI optimizationWorkflow automationBackordersAuto-processingPurchase ordersPre-ordersInsightsAnalytics
Review history
Daily review count on the Shopify App Store
0±0 · 29d· Rating steady at 0.0★

Daily tracking from Aug 10, 2026 through today · 29 days observed · sign up free for the full history →

Category rankings
Live organic position on Shopify App Store category pages
  • Inventory optimization
    #489▼29

Tracked daily · last 13 days · as of 2026-10-01

Catalog position
Within Inventory optimization on the App Store
Rank by reviews
#296 of 588
Review percentile
50th
Rating percentile
65th
On the App Store
0.4 yrs
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Frequently asked questions

Plan buy quantities for new product launches before you have sales data. DontGuess uses ur existing catalog & pre-launch signals to build a defensible buy plan It's a inventory optimization tool for ecommerce stores.