Most dropshippers fail because they pick products based on vibes — "this looks cool" or "I saw someone selling this on TikTok."

The ones making real money use data.

Here's the framework that actually works:

1. Demand signals over gut feelings

Google Trends + TikTok search volume tells you if people are actively looking for a product. If nobody's searching, nobody's buying.

2. Margin math before everything

A product with 50k views but $2 profit per sale is worse than one with 5k views and $15 profit. Always calculate: supplier cost + shipping + ad spend vs. realistic selling price.

3. Competition analysis

If 200 stores are already selling the exact same product with the exact same images, you're late. Look for products with rising demand but low saturation — that's the window.

4. Supplier reliability kills businesses

The cheapest supplier with 45-day shipping will destroy your reviews. Pay slightly more for 7-15 day shipping. Your repeat customer rate depends on it.

5. Test fast, cut faster

Run $20-50 in ads. If you're not seeing add-to-carts in the first 48 hours, move on. The winners reveal themselves quickly.

This is exactly what we built DropGenius to solve — AI that runs this analysis in seconds instead of hours. But even without tools, this framework will save you from wasting money on dead products.