Guided analysis

Follow the three-step workflow used by the Streamlit app—now with a faster UI and richer prompts.

Step 1 · Upload your .xlsx export

We currently support Taobao/Tmall browser extension exports with the standard columns (SKU, 首次评价, 首评时间, 追加评价).

Upload file (.xlsx only)

Upload a review export to begin.

Open your marketplace extension and export the latest customer reviews as an .xlsx file.
Do not modify the column headers—the parser relies on the original text.
Files are processed in-memory and never persisted on our servers.

Need a sample file? Use the fixtures in /tests.

Once a compatible file is uploaded you will see the first few reviews here.

Step 2 · Configure the analysis

Tell the assistant what matters most. Role and focus filters mirror the legacy Streamlit behaviour.

Product name or contextModel

Best for short-turnaround summaries (≤75 reviews).

Focus areaTeam perspective

Custom question (optional)

When a question is provided it overrides the focus and team selectors.

Step 3 · Run Insight Reviews

Upload a valid export and configure the options above to enable AI analysis.

0 reviews selected

Upload a valid export and configure the options above to enable AI analysis.

Tip: download the Markdown output or paste it into your team’s workspace for quick follow-up actions.