Use pricing evidence to ask better questions.
AI-assisted pricing should help organise comparable evidence, not promise the perfect price for every item.
Check the comparison before the number
Match model, variant, condition, accessories, location and delivery. A current asking price shows what a seller is requesting; it is not evidence of an achieved sale. Save the source and observation date so another person can understand the comparison.
Show missing evidence
Some items have few useful sold comparisons. Mark those cases for manual review instead of hiding uncertainty inside an accuracy score. Seasonality, shipping, buyer trust and item condition can all affect outcomes.
Separate recommendation from result
Keep the original ask, recommendation, seller decision and effective change date. Later, record retained sales, non-sales and reversals over an agreed window. A sale after a price change alone does not establish what would have happened without it.
What TurnGoods can support
Our operator workflow identifies listings worth investigating and keeps decisions auditable. We do not publish a validated price-accuracy percentage or promise a sales increase. Explore an eBay listing review or check fee assumptions before modelling proceeds.