From shooting and composition to AI generation parameters — read this and you'll be able to generate your own bestseller shots.
Over the past six months I've handed off all of my store's “product-on-body shots” to AI. This April, our whole team cut its photography budget by 70%. Conversion didn't drop — it rose. The hero images of our million-a-month bestsellers are all AI-generated.
This is a hands-on guide for sellers just starting out with BestPNG. I'll walk through how I prep source images, tune parameters, pick the “usable” shots, and the most common pitfalls.
When it comes to AI on-body shots, the input decides the output. With a flat-lay that has even lighting, neatly arranged wrinkles and a clean background, AI almost never gets it wrong. Otherwise, even the best prompt can't save it.
The BestPNG workspace ships with 200+ preset models. Personally I suggest starting with “auto match” — AI recommends a fitting skin tone, body type and vibe based on the garment type you upload. Your very first shot lands around 80 out of 100.
For Western indie stores, choose “Western” or “Mixed”; for Southeast Asia / Korea-Japan markets choose “Asian”; for the Middle East / India choose “South Asian” or “Middle Eastern”. The closer the model's skin tone is to your target buyer, the better the conversion.
“When the model's skin tone matches the target buyer, conversion rises by an average of 23%. That's the conclusion from our A/B testing.”
Many new sellers think AI image generation is all about “grinding the prompt”. In reality 80% of the work is done by “upload + model + scene”; the prompt just adds the finishing touch — it sets the mood, the light, the emotion.
New users get 100 credits · enough for 12 images