Validate a product before it hits your TikTok Shop

TikTok Shop moves faster than any other platform dropshippers sell on. A product can go from unknown to oversaturated in a matter of weeks, which means the usual advice — research for hours, then decide — often means researching your way past the window entirely.

greenLightScore was built around that speed problem. Enter a product's cost, selling price, and ad budget, and get a viability score in seconds: margin, demand, competition, lifecycle stage, supplier risk, and creative potential, weighted the way they actually affect whether a TikTok Shop launch works.

What you get beyond the score

The report doesn't stop at a score. You also get a financial breakdown — net margin, suggested price, breakeven sales per day — and a Creative Launch Brief with platform-specific ad hooks and offer angles, so you're not starting from a blank page once you decide to test.

A filter, not a replacement

This isn't a replacement for watching TikTok Shop trends yourself — it's a filter. Run the products you're already excited about through it before committing real ad spend, and skip the ones the math doesn't support.

See a real TikTok Shop product report or run your own product free.