A dropshipping seller sees a compact LED desk lamp repeatedly appearing in TikTok videos. The seller has only a screenshot and does not know the original supplier.

Before creating a listing or ordering inventory, the seller needs to answer four questions: Can the original product be found? Are there reliable suppliers? Is the sourcing price stable? Can the product support a reasonable selling margin?

Start with the TikTok screenshot
The seller saves a clear screenshot and uses AiPrice image search to look for identical or similar products. Several results appear across different marketplaces, so the seller saves three possible product pages for comparison.

Check the product details
The seller compares lamp size, battery capacity, charging port, light modes, included accessories, packaging, and seller information. One listing has a smaller battery and no charging cable, so it is removed from the comparison.

Compare supplier cost and delivery
Supplier A has a lower product price but higher shipping cost. Supplier B is slightly more expensive but offers clearer specifications and faster delivery. The seller compares total delivered cost instead of the product price alone.

Check price history
The seller uses AiPrice price-history information to review whether the current supplier price is normal or promotional. Because one supplier changes prices frequently during campaigns, the seller decides not to purchase a large quantity immediately.

Decide on a test listing
The seller prepares one product variation, a limited initial quantity, a selling price based on total cost and target margin, a clear delivery estimate, and a backup supplier. The listing will expand only if traffic, product quality, and margin remain acceptable.

AiPrice is not used to guarantee a winning product. It helps the seller turn an image from a trending video into a structured sourcing and listing decision.