Listings & SEO · Blog post · source Jul 8, 2026

Expiring-Stock Listing Rewrite with Claude

Rescue a slow product with near-expiry stock by rewriting the listing and rebuilding PPC

16 to 311

“units sold went from 16 to 311”

Per source Reported by an agency about its own client work, not independently verified.

Curated by Jordache Perozzo, founder of SellerSlice. Reviewed for sources, not personally tested.

Copy-paste promptStarter prompt (written by us)

Rewrite my Amazon listing for [product] in [marketplace]. Inputs below: current title, bullets, description, backend search terms, and my top 20 search terms with search volume.
1. Title under 200 characters, leading with the highest-volume relevant term.
2. Five bullets, benefit first, each using at least one of my search terms naturally.
3. A short description.
4. Backend search terms under 249 bytes, with no words already in the title.
Don't add claims I haven't given you. Then list which of my top 20 terms are still missing.

The source didn't publish its exact prompt. We wrote this starter so you can try the same workflow. Replace anything in [brackets].

What they did

A freelancer took a client's product that sold 16 units the year before, with inventory close to expiring. He built a four-campaign PPC structure (two exact, one broad, one auto) at an average CPC of AED 0.80, and used Claude to rewrite the title, bullets, description and backend search terms, including keyword placement and readability.

How it went

He reports units sold went from 16 to 311 and revenue from AED 493.87 to AED 11,750.91, at an overall ACOS of 39%.

We only report what the source says. Results are self-reported unless noted.

Worth knowing

A LinkedIn post about client work that also promotes his services. The PPC rebuild and the Claude rewrite happened together, so the post can't show how much of the lift came from the listing. The time window for the 311 units isn't stated.

Original source

Blog postMuhammad Ahmad (Muhammad Ahmad (LinkedIn))Published Jul 8, 2026 · linkedin.com https://www.linkedin.com/posts/muhammad-ahmad-62788b34b_attention-amazon-sellers-from-a-dead-product-activity-7480554347467227136-3PBOOpen the source

Keep going

Related use cases

Listings & SEOReported numbers

Faster Product Launches (Listings, Flat Files, Campaigns) with Claude

Cut product launch time by auto-filling listings and staging ad campaigns

90%“90% of those products were selling” vendor-affiliated

ToolsClaudeSourceX post · Nhan Dinh (Seller Labs)Source dateOct 19, 2026PromptStarter prompt

View promptHide promptStarter prompt

Help me build a launch helper for my Amazon catalog. Work step by step and check with me between steps.
1. From the product data I paste (one row per product), map each column to the Amazon flat file fields for category [category]. List any required field I don't have data for.
2. Fill the flat file rows for these products and flag anything you had to infer.
3. Draft launch campaigns for each product: take keywords from my winning campaigns (data pasted below), exclude keywords from campaigns I paused for overspending, and label each campaign as ranking or defensive.
4. Keep the campaigns as drafts. I'll enable them myself when the listing is live.
Product data: [paste]
Campaign data: [paste]

Listings & SEOReported numbers

Listing Rewrite and Wasted-Spend Audit with Claude and the Helium 10 MCP

Rebuild a declining listing around proven keywords and find ad spend your rules miss

41“found 41 keywords that had brought at least five sales each” vendor-affiliated

ToolsClaude, Helium 10SourcePodcast episode · Bradley Sutton (Serious Sellers Podcast #770)Source dateOct 19, 2026PromptFrom the source

View promptHide promptFrom the source

Check my advertising campaigns. If in the last 12 months, look back period. There are any search terms or ASINs in auto or broad campaigns that have more than 20 clicks, but no sales. Give it to me in a table that shows which campaigns are in how many clicks, how much spend.

Listings & SEOReported numbers

Listing, Variation and A+ Edits via SP-API with Claude

Read account data and write listing, variation, A+ and ad changes through Amazon's APIs

100%“100% search-term coverage where his old tool showed 39%” self-reported

ToolsClaudeSourceX post · deerhobbesSource dateSep 21, 2026PromptStarter prompt

View promptHide promptStarter prompt

You have read/write access to my Amazon SP-API and Ads API. Rules: never write anything without my explicit "yes"; after every write, read the value back and confirm it changed; log every action.
Task: for parent ASIN [ASIN], pull the current title, bullets, backend keywords and size attributes for each child. Propose fixes for any missing or inconsistent attributes and any keyword I'm not covering from this list: [paste]. Show the diff before writing.

Listings & SEO

Bullets Written for Alexa for Shopping with NotebookLM and Claude

Rewrite bullets so Amazon's shopping AI can answer buyer questions ToolsClaude, GeminiSourceX post · Sumner HobartSource dateOct 19, 2026PromptStarter prompt

View promptHide promptStarter prompt

Here are my competitors' 1-3 star reviews and return reasons: [paste].
1. List the questions buyers are really asking (e.g. 'Is it microwave safe?'), grouped and ranked by how often they come up.
2. For each of the top [8], write a bullet line that answers it with an exact spec from my product facts: [facts]. Format: "Question? Answer, with the number."
3. Use each keyword from my list only once: [keywords].
4. Suggest 5 Q&A pairs for a Premium A+ Q&A module.
Don't answer anything my facts don't cover; list those as gaps instead.

Listings & SEO

Return-Rate Pulls and Rank-Aware Listing Copy with Claude and the Helium 10 MCP

Pull account data for a buyer meeting and write listing copy around your keyword ranks ToolsClaude, Helium 10SourcePodcast episode · Danial Khosravi and Nick Karafilov (Serious Sellers Podcast #768)Source dateOct 5, 2026PromptStarter prompt

View promptHide promptStarter prompt

Pull the all-time return rate for each of my SKUs, split by marketplace, plus units sold and the top return reasons.
Put it in a table sorted by units sold, and flag any SKU whose return rate is above its category average.

Listings & SEO

Seller Central Tasks and Alerts with the Amazon Selling Partner Plugin for Claude

Check sales, inventory and listings, approve changes from Claude, and set always-on alerts ToolsAmazon Seller Assistant, ClaudeSourceAmazon announcement · Amazon (Mary Beth Westmoreland)Source dateSep 23, 2026PromptStarter prompt

View promptHide promptStarter prompt

Using my Amazon Selling Partner data: show my top 10 ASINs by sales for the last 30 days with units, conversion rate and current FBA inventory. For the one with the lowest conversion rate, review the title and bullets and propose edits. Don't change anything until I approve each edit.