02 / A PRACTICAL WORKFLOWSTART WITH YOUR PHOTO
01Write a question your test can answer
Pick one SKU, one placement, and one difference: for example, a factual front photo versus a reviewed lifestyle scene in a secondary gallery slot. Keep price, copy, audience, timing, and destination as stable as your test setup allows.
Do not replace a required accurate main listing image with a generated scene just to run a test. Choose a placement where both images are permitted and the real product remains recognizable.
02Create and approve the challenger
Use a real product photo in Fayvoro and make one alternate scene. Record the source, prompt direction, chosen format, and credit cost. Each generation is a separate attempt; Fayvoro does not batch linked variations or preserve every product detail.
Reject a challenger that changes labels, count, shape, or claims. An attractive but inaccurate image is not a valid treatment for a selling experiment.
03Measure in the place that serves traffic
Set up visitor or ad-opportunity assignment in your store, ad platform, or testing tool; Fayvoro does not split traffic or read your analytics. Choose the outcome before the test starts, such as purchases for a product-page test or clicks for a top-of-funnel placement.
Avoid calling a winner from a few visits or from a before/after period with a changed offer. Keep the original image and a record of the test dates, exposure, and result so the next image choice has evidence.