Confidence chips
Confidence chips: honest AI you can check in seconds
A listing generator is only useful if you can trust it. Each attribute the app extracts appears as a chip with its source, so you can see at a glance what came from the label and what is a guess.
How it works
Source and confidence on everything
Brand, model, size, material, colour and era each carry a source (label, visible, or guess) and a confidence.
Guesses stay out of the text
Anything the app only inferred is kept out of the listing until you confirm it. Brand needs the label, a high-confidence sighting, or your confirmation.
Fix it and regenerate
Confirm, edit or remove a chip and the listings are rewritten with your answer as a fixed fact. Re-generations are free up to three per item.
What you get
- Source: label, visible or guess
- Empty-looking answers such as “not specified” are discarded, never shown as facts
- Removed chips are scrubbed from the text too
- Confirmed values are sent back as fixed facts
Honest note. The goal is not to be right every time. It is to make it fast for you to spot the times it is not.