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Amazon Search Term Cleaner Pro

Find every wasted Amazon ad search term, negative phrase and keyword to add from your downloaded Search term reports. No login, no subscription.

Pro Format: Claude skill#E-commerce#Claude skill packs

$19one-time, launch price

ProBeing packaged

Coming soon · get notified

Coming soon. Follow Oarsman AI on Gumroad and you'll get an email when it launches. It will sell through Gumroad, with a 14-day refund.

See it work

How Amazon Search Term Cleaner Pro moves through a job, step by step. The run below is an example output, written from what this agent does. It isn't a live run on your data.

Search term reportScore termsFind wasteNegatives listYou applySearch term reportScore termsFind wasteNegatives listYou apply

Sample input

One or more Sponsored Products Search term reports (CSV or XLSX)

Example output Illustration

You get:
- negatives.csv (exact and ASIN negatives per campaign and ad group)
- negative-phrases.csv (words that never sold across 2+ terms)
- keywords-to-add.csv with start bids
- bid-changes.csv
- report.md

What you get

  • Planned contents (not released yet):
  • Skill folders you add to Claude
  • A Python script behind each skill, so numbers are calculated, not guessed
  • Sample data and the test suite, so you can check it yourself

What it does

  • negatives.csv (exact and ASIN negatives per campaign and ad group)
  • negative-phrases.csv (words that never sold across 2+ terms)
  • keywords-to-add.csv with start bids
  • bid-changes.csv
  • report.md

Tools and costs you'll need

  • Claude.ai with code execution, or Claude Code
  • Python 3.10+ (standard library only; openpyxl only for XLSX)
  • Amazon Ads Search term report (downloaded by you)

Third-party costs are paid to those providers, not to us.

Test report

33/33 automated checks pass on Python 3.13.5 (standard library only); 10 cases incl. invalid input, duplicates and upstream failures. Not tested: reports from every Amazon marketplace (tested: classic and new column layouts, INR and USD); XLSX reports in the shipped tests (CSV only); the effect of the changes on your sales.

Known limits

  • Not tested yet: reports from every Amazon marketplace (tested: classic and new column layouts, INR and USD); XLSX reports in the shipped tests (CSV only); the effect of the changes on your sales.
  • Not on sale yet: it goes on Gumroad once checkout is live. Follow to hear when.

Live demo

  • No live demo yet. We'll add one when it ships.

Demos use fictional businesses and data.

Start free

Try Free n8n Workflow Pack first

Five tested n8n workflows, free: lead scoring, Gmail triage, Shopify order alerts, job posts and website contact enrichment.

See the free agent

What's AI here, and what isn't

This is an AI agent: it uses an AI model to read, sort, score or draft. It runs in your own accounts. Anything it would send outside your business waits for your approval unless you choose otherwise, and it never needs your passwords. Our AI disclosure.

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Questions about Amazon Search Term Cleaner Pro

What does Amazon Search Term Cleaner Pro do?

Find every wasted Amazon ad search term, negative phrase and keyword to add from your downloaded Search term reports. No login, no subscription. negatives.csv (exact and ASIN negatives per campaign and ad group). negative-phrases.csv (words that never sold across 2+ terms). keywords-to-add.csv with start bids. bid-changes.csv. report.md.

What do I need to run Amazon Search Term Cleaner Pro?

You need: Claude.ai with code execution, or Claude Code; Python 3.10+ (standard library only; openpyxl only for XLSX); Amazon Ads Search term report (downloaded by you). Third-party costs are paid to those providers, not to us.

Is Amazon Search Term Cleaner Pro tested?

33/33 automated checks pass on Python 3.13.5 (standard library only); 10 cases incl. invalid input, duplicates and upstream failures. Not tested: reports from every Amazon marketplace (tested: classic and new column layouts, INR and USD); XLSX reports in the shipped tests (CSV only); the effect of the changes on your sales.

How do I get Amazon Search Term Cleaner Pro?

It isn't on sale yet. It's planned at $19 on Gumroad, with a 14-day refund. Press "Get notified" to follow us on Gumroad and hear when it launches.

Does it change my campaigns?

No. It writes lists. You add negatives, keywords and bids yourself in Campaign Manager, after checking them.

Do I need to give my Amazon login?

No. Download the Search term report from Amazon Ads and attach the file. No login is asked for or used.

What does Pro add over the free version?

Every negative instead of the top 10, negative phrases across terms, bid cuts, several reports merged with overlap removed, and per-campaign target ACOS.

Which marketplaces?

Any marketplace whose Search term report uses the standard column names, including amazon.in, .com, .co.uk and .ae.

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