actionable ai

Free guide

Google Shopping's Top Result Isn't the Cheapest. Here's the Skill That Finds the Real One.

Free setup guide: the actual skill plus the click-by-click steps to set it up yourself, no codebase or engineering background required.

  • Why the top result on Google Shopping usually isn't the cheapest one, backed by a 12-product study
  • The real skill, not just a checklist, plus a step-by-step setup guide built for someone with no codebase
  • What it means when the skill can't confirm a match instead of guessing a price
  • Troubleshooting for the common setup snags, from a missing API key to an unconfirmed match

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The actual skill plus the setup guide: what it does, how to set it up step by step, how to read the output, and what to do if something breaks.

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A look inside

What's inside

01

What's Inside

The core finding: 12 products checked, 9 had a cheaper offer below the top result, median gap $100 A step-by-step setup walkthrough, almost nothing you have to type into a terminal yourself How to read the output, including what it means when a match can't be confirmed Troublesho

02

What this skill does

Google Shopping isn't sorted by price, it's an ad auction.

03

Get the skill

The skill has its own standalone public repository, released as version 1.0.0.

The rest of the guide

  1. Put the folder where Claude looksClaude Code automatically picks up skills sitting in one specific folder.
  2. Get your free SerpAPI keyThis skill needs one free account: SerpAPI, which is what it uses to check prices.
  3. Save your keyYou don't need to find or edit any file yourself.
  4. Run your first checkPaste this into Claude, swapping in a real product.
  5. Read the resultYou'll see Amazon's real current price, and either a verified cheaper price at another retailer, with the dollar and percent gap called out, or a plain statement that no other retailer's listing could be confirmed as the exact same item.
  6. Four real runs, exactly as returnedThese are real, verified outputs from the shipped skill, not invented examples.
  7. What this deliberately doesn't doIt does NOT visit or read any retailer's live web page.
  8. TroubleshootingThe most common snags when setting this up, and the fix for each.

About the author

Cooper Simson

Founder of Actionable AI. 30,000+ operators read the newsletter.

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Do I need to know how to code?

No. The guide explains the work in practical steps and calls out technical details only when they matter.

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