AI Insights

Know what the AI is worth to you.

See acceptance rate, edits after apply, time to decision and credit spend. The AI earns its keep in numbers you can check.

Numbers from your workspaceEvery decision countedNo vanity metrics
app.comerz.ai / ai-insightslive product recording
credit budget, decision breakdown and timing. The numbers on screen come from a test workspace, shown in the real product UI
What it does

The AI's report card, kept by your workspace.

Credit budget at a glance

Your monthly allowance, what's spent, and what's left. No surprises at the end of the month.

Generated vs accepted

How many suggestions the AI produced, and how many were good enough for you to keep.

Edited-after-apply rate

When you accept but still rewrite, the AI wasn't close enough. This number tells you how often.

Decision breakdown

Accepted, edited, rejected, or still open. Every suggestion lands in exactly one bucket.

Time to decision and to save

Median time from suggestion to your call, and from your call to a saved change.

Credits per accepted suggestion

What a kept suggestion actually costs. It's the closest thing to a price per useful idea.

How it works

A loop that closes where it started.

01

Work normally

Accept, edit, or reject AI suggestions as part of your everyday catalog work.

02

Insights accrue

Every decision is counted: generated, accepted, edited, rejected, still open.

03

Read the breakdown

Review acceptance, edit rate, timing and credit spend at your own pace.

04

Tune your AI Context

If the numbers dip, adjust your AI Context. Better grounding means better suggestions.

You stay in control

Honest numbers, and only yours.

Counts, not content surveillance

Insights track decisions such as accepted, edited and rejected, never what your team writes or reads.

Your workspace only

Every number comes from your own catalog work. Nothing is pooled or compared across workspaces.

No vanity metrics

If acceptance drops, you'll see it. The point of the dashboard is a decision you can act on.

AI runs only when you ask

Suggestions are generated on request. No background AI touches your catalog, and no credits are spent without you.

Get started

Put AI on your catalog work. Keep the final say.

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