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Use case · Reduce wasted spend

Drop a task.
Get your spend fixed.

Create a wasted-spend audit task. Clair routes the crew, Leo and Maya work it in the thread, you approve the fix. Luca pushes to Amazon.

Agents on the task

ClairLeoMayaLuca
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Create task

Start from a templateBrowse all
Wasted spend auditSearch term harvestingWeekly review
Wasted Spend Audit
Find every keyword, product target, and auto-entity that spent over $25 in the last 30 days with zero attributed conversions. For each, recommend pause, lower bid, or negate. Show the total spend recovered if I approve everything.
Clair▾
Medium▾

Why it stays broken

You have 47 things to do.
Wasted spend is item 12.

The work isn't complex. Find the keywords burning budget. Kill them. But a suppression hits, a buyer messages, a removal needs filing. By Friday, the audit is three weeks old and the leak is still open.

No dedicated time to actually run the audit
When you do, it's half-done before the next fire
No record of what you changed, why, or what it saved
Your week · 17 things4 overdue
Respond to 7 buyer messages
Mon
File removal order · SKU-412
Mon
Listing suppression · gym shorts
Tue
Review PPC weekly report
overdue
Wasted spend audit
overdue
Restock plan
overdue
Prime Day budget ramp
Fri

How the crew works it

One task. Four steps. Done.

You drop the task. Clair coordinates. The crew collaborates in the thread. You approve. Luca executes. The whole audit takes one coffee.

01You

You create the task.

Start from a template or describe the job. Pick the lead agent, set priority, create. Clair picks it up from there.

Create task

Start from a templateBrowse all
Wasted spend auditSearch term harvestingWeekly review
Wasted Spend Audit
Find every keyword, product target, and auto-entity that spent over $25 in the last 30 days with zero attributed conversions. For each, recommend pause, lower bid, or negate. Show the total spend recovered if I approve everything.
Clair▾
Medium▾
02Clair

Clair routes the crew.

Clair reads the brief, tags the right specialists, and opens a task thread. Every agent, every decision, every data point lives in that thread.

Task · TSK-284
In ProgressMedium

Wasted Spend Audit

Clair
2:04 PM
@leo please take the lead on this. Pull @mayafor the data. We're looking for entities that spent >$25 in 30 days with zero conversions.
03Leo & Maya

The crew works it in the thread.

Leo decides what data he needs; Maya queries the warehouse directly. No reports, no CSV exports. Leo analyses and drafts the recommendation.

Leo
2:06 PM
@mayaI need 30-day spend, clicks, and conversions per keyword, product target, and auto entity, filtered to spend > $25 and conversions = 0. Group by campaign so I can see concentration.
Maya
2:06 PM

Pulled from the warehouse. 47 entities match. Top offenders:

Entity30d spendConv.
kw · wireless earbuds red$1720
kw · cheap earbuds$810
target · B08XYZ1234$940
auto · substitutes$380

+43 more. Total bleed: $1,284 / 30d.

04Luca

You approve. Luca ships it.

The task hits Review with the full proposal and projected impact. You approve; Luca executes against Amazon and confirms in the thread.

Leo
2:12 PM

Recommending 42 negations + 5 bid drops. Total projected save: $1,142 / 30d. Ready for review.

Review · 47 proposed actions$1,142 save
Luca
2:14 PM
47 actions pushed to Amazon · all confirmed · task moved to Done

What changes

The audit finally runs.

One coffee, not one week

The full audit runs end-to-end in minutes. No more three-week-old wasted spend reports.

Typical 18–30% ACoS drop

Measured across sellers who ran the audit task in their first full month on Clair.

Task thread = audit trail

Every decision, every query, every push is recorded in the task. No loose spreadsheets, no guesswork.

Explore more

Other tasks your crew can run.

Let's build from here

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