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Marketing and content

Let Claude review search terms for Amazon brands you buy

A solo owner of a dozen small e-commerce brands says a Claude skill now does the search-term and listing review that used to take him 2 to 10 hours.

Done with

What they did

After buying a brand, the owner has Claude read the Amazon search and ads reports, work out the search terms that matter, check the listing text against them and propose changes. He also uses AI-built scripts to watch for lost Amazon stock or a product dropping out of search.

How it went

The owner says the review used to take him between 2 and 10 hours depending on how many products a brand has. He also says AI let him take on a Shopify site and Meta ads that he would previously have ignored.

Worth knowing

This is one owner's own account in a Hacker News comment, with no figures for sales or ad results. He describes one supplier-tracking tool as finicky and hard to repair. Check any listing change before publishing, and keep Amazon's listing rules in mind.

Try it yourself

Paste into ChatGPT, Claude or another AI assistant and fill in the square brackets.

Here are my Amazon search term report and ad report for [product name] in [marketplace]. Work out which search terms bring the most sales, compare them with my current listing title, bullets and description, and propose specific wording changes. Show me the changes and your reasoning before I edit the listing.

Source: Hacker News · Aug 31, 2026. Summarised in our own words; read the original for the full account.

Useful example?

Worked ideas for amazon sellers

Checked prices, setup steps and what each one is worth.

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Perplexity for Amazon sellers: product research, sourced

Research a new product's rules, competitors and complaints with a link behind every point before ordering stock. From about $17£13€15A$25C$24 a month.

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  • Pays for itself in a few days
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Business Report analysis with ChatGPT for Amazon sellers

Upload Seller Central's sales and traffic report to ChatGPT and get the listings with visitors but few sales. From about $9£7€8A$13C$13 a month.

  • Costs $9–27£7–20€8–24A$13–38C$13–38/mo
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