Review Suggestions

The Review page is where you manually approve or reject AI suggestions that fall below your auto-approve threshold. Each suggestion is presented one at a time as a full-screen card with a clear before/after comparison.

Review card

Each suggestion shows the product name, agent type badge, confidence bar, the original value and the suggested improvement side by side, and the AI's reasoning for the change. If available, a score improvement indicator shows how the quality score changes.

Notebook Lenovo IdeaPad 5 Pro 16

title

3 / 47

88%

Original

Notebook Lenovo IdeaPad 5 Pro

Suggested

Notebook Lenovo IdeaPad 5 Pro 16 | 16" WQXGA | AMD Ryzen 7 | 16GB RAM

Score: 42 → 81

Reason: Added display size, resolution, processor and RAM from product attributes to improve search visibility

Keyboard shortcuts

Power through suggestions without touching your mouse:

A

Approve current suggestion

D

Reject current suggestion

E

Enter edit mode — modify the suggestion before approving

←

Go to previous suggestion

→

Go to next suggestion

Edit before approving

Press E to enter edit mode. The suggested value becomes editable — tweak the text, then click "Confirm Edit" to approve your modified version. Perfect for suggestions that are 90% right but need a small adjustment.

Navigation

The position indicator (e.g., "3 / 47") shows where you are in the queue. Use arrow keys or the Previous/Next buttons to move between suggestions. After approving or rejecting, the next suggestion loads automatically.

Most e-shops process their entire review queue in under 5 minutes using keyboard shortcuts. The edit feature means you never have to reject a good suggestion just because one word is off.

Confidence System

Applied Changes