Get a monthly keyword ranking report for each Amazon product in minutes instead of hours of exports: AI agent prompt

Amazon and Walmart sellers and the agencies that manage them spend days each month exporting keyword rankings and search volumes into spreadsheets to see what's slipping. An AI agent can pull those numbers together for each product and point out what changed and what to do next. Helium 10 reported on Oct 21, 2026 that ecommerce agency CoreTrex now asks its Helium agent for a ranking-shift and search-volume report per product (ASIN), cutting each report from 30 to 45 minutes down to 5 to 10, about 80% less time, so the team reviews keywords far more often and adjusts targeting and ad spend faster.

Curated by AgentPlaybook Real Estate · How we make and check prompts

EcommerceAmazon keyword ranking reportsbeginner

The prompt

I sell [product] on [Amazon / Walmart], product ID [ASIN or item ID]. Here's my keyword data for the last [3] months: [paste export with keyword, rank by date and monthly search volume]. Here's my ad spend by keyword if I have it: [paste or 'none']. 1) Show the top 20 keywords by search volume with my rank then and now, and mark each as rising, falling or steady. 2) Call out the 5 biggest drops and the 5 biggest gains and a likely reason for each, labeled as a guess. 3) List high-volume keywords where I rank poorly or not at all that fit my product. 4) Recommend what to change in my title, bullets and backend keywords, and where to raise, lower or pause ad spend. 5) Finish with a 5-line summary I can send a client or partner. Use only the numbers I gave you.
Open in ChatGPT Open in Claude Perplexity Download as agent skill (SKILL.md)

How to use it

  1. Copy the prompt above.
  2. Replace every [bracket] with your own details (or fill in the blanks on AgentPlaybook Real Estate, which remembers your answers for the next prompt).
  3. Paste it into Helium 10, ChatGPT, Claude and review the answer before you use it.

Works with: Helium 10, ChatGPT, Claude, Grok Bot, Google Sheets, Excel

Real-world example: helium10.com/blog/reduce-keyword-analysis-time-with-our-new-agent-heli

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Before you use it: what to check

Check yourself

Using an AI agent? Download this prompt as a SKILL.md agent skill with these checks built in, or get the .zip for Claude.ai. How to install skills.

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