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Monthly product opportunity scout
Name your market each month. Get a short list of products scored and checked, with one pick and a small test plan.
Monthly product opportunity scout is a free AI agent for the job "Find products worth selling". Give the instructions to an AI assistant that supports the required files and tools, then review its output.
Free · No account · Made by AI Blocks · Thinking: high
What it does
Finding a product is not a single search. A product that looked open last month can fill with rivals. A product that scores well can sit in a category that is about to fade. Most owners check once, fall for a good-looking idea, and order stock before they know the field has changed. This agent keeps a running list of candidates and checks them each month. It drops the ones where rivals piled in. It scores new finds on price, cost and fit, and only the few that pass get the deeper checks on rivals, buyer groups and trend risk. At the end you get at most one pick, with a capped test and a kill rule. It never orders, contacts a supplier or spends anything. It also says "no pick this month" when nothing earns one.
You give it
- Your market and who buys, in a short paragraph
- Ad library, sales ranking or product-graph captures to read (the first time, then each month)
- Your expected landed cost, target price and the most you can risk on a test
- Customer reviews of the category (optional)
- A list of what you already sell (optional)
- Brand brain (optional)
- Store capture (optional)
- Reference ads (optional)
You get
- One pick with its score, rival check, category call and why it won, or a clear "no pick"
- A capped test plan with a pass result and a kill rule
- A watch list with what would move each product
- A list of what was dropped and why
- What to bring next month
Use it when
- You want to add a product and want a steady way to find and check candidates.
- You have a list of ideas and want to know which ones are worth a small test.
- You want to know when a product you were watching has gotten too crowded.
How to use it
- Start a chat with the agent. In Claude Code, add it as a skill or save it in .claude/agents, then ask it to run this month's scout.
- Attach the evidence you collected, and give your market, costs and risk limit.
- Read the pick and the test plan. Decide whether to run the test. The agent does not order, list or spend anything.
- Run it again next month. It reads the pipeline file and re-checks every candidate.