Launch Score

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Launch Score is not yet available on search results. This page documents the planned feature. Check back for updates.

Launch Score will be an estimate per search result showing the weekly units you’d need to sell to rank on page one for that keyword.

In this guide:

  • What Launch Score will show
  • How to use it in your strategy
  • When Launch Score will appear or be unavailable

What Launch Score will show

When available, Launch Score will appear on search results as a badge: ~N units/week to compete. This will be the estimated weekly sales volume needed to reach page-one position for that product’s keyword, based on current competition and demand data.

Understanding the breakdown

When available, clicking a Launch Score badge will show its details:

FieldWhat it will mean
Statusok (Launch Score calculated), insufficient_data (not enough data yet), or error (temporary API issue).
Competitor countHow many competing products rank on page 1 for this keyword.
Demand factorSearch volume for this keyword (higher = more buyer traffic).
QualityEstimate confidence based on available data.

Using Launch Score to evaluate opportunities

When available: A low Launch Score means you need fewer weekly units to compete for page-one visibility — lower barrier to entry and faster path to visibility.

A high Launch Score means the keyword is saturated; you’d need significant volume to rank.

Combine with SellerScore: a product with strong fundamentals (SellerScore > 70) plus a low Launch Score is often a strong opportunity.

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