Today and COMSEE AI

What Today shows

This is the first screen after you sign in. In one place you can check:

• How many things are due today, and which one involves the largest amount
• How far each thing COMSEE AI found has moved: prediction, suggestion, approval, result
• COMSEE AI suggestions awaiting approval, with their basis and the amount involved

Top: due today

• The count in the title "N due today" is the total of overdue and today's items in "Case and shop deadlines" and "Tasks with deadlines" below. Tomorrow's items are counted only in their group heading.
• The large tile is today's stream (live now, or the next one). On days without a stream, it shows the deadline with the largest amount.
• The small tiles are the other deadlines and streams. Select a tile to jump to its row below.
• "Overdue", "Awaiting approval", and "Stalled" at the top right are hidden when the count is 0.

COMSEE AI at work

Each thing COMSEE AI found is shown in one row with the stages Found, Predicted, Suggested, Awaiting approval, and Result. The current stage has a colored line on top. People approve and edit; nothing is approved inside this card.

• Suggestions awaiting approval: Found shows the basis, and Predicted shows the amount involved with its range (low to high). Select "Review" to open the suggestion in the approval panel below. With several suggestions, use "Review all N" to go through them in order.
• Cases expected to lose money: Cases that lose money even if they sell out, or at half the planned quantity. Suggested shows how many units must sell, or how low the host fee must be, to make a profit. Fix the terms from "Edit fee and costs" and similar links.
• New entries in the market: New entries in your categories with a high outlook to stay. Predicted shows the track record of new entries with the same outlook (e.g., 32 of 127 past entries stayed). After 14 days, Result shows "Stayed" or "Did not stay". While the result is pending, Suggested shows "Draft a case", which opens a new case with the product name filled in. People register it.

Results of suggestions are not recorded yet, so their Result stage shows "Shown once records build up". COMSEE never fills it with made-up numbers.

Tasks due also include tasks COMSEE AI created from TikTok Shop orders, returns and listings. To stop a kind you don't need, choose "Don't create this kind" from the "…" menu in the task list (organization owners only). See Organization settings.

How to approve

1. Select "Review" or "Review all N". Suggestions open one at a time in the approval panel.
2. Check what changes, why, and the amount involved, then select "Approve" or "Decline".
3. For a few seconds after approving, you can select "Undo". If you don't, the suggestion runs. Suggestions that write outside COMSEE (email, TikTok) cannot be approved from the keyboard.

Hit rate of new-entry predictions

"Hit rate of new-entry predictions" at the bottom right shows how well predictions for new market entries have turned out.

• The dark line is the share of high-outlook new entries that actually stayed in the top 100 on 5 or more of 14 days (weekly running total). The gray line is the average probability predicted for them.
• The rows below show, for the high, medium, and low bands, how many entries there were and how many actually stayed.
• In the high band, the actual rate is lower than the average predicted probability (the sentence under the card shows the current values). That is why COMSEE shows outlooks by each band's track record rather than by probability.

Market predictions and their hit rate are not shown to organizations without a connected shop.