Can Claude find a product for my online store?

Short answer: it won't pick a product for you, but it does the most tedious part of product research. I'm Dawid Gac, and I teach running an online store with Claude and AI agents, in Polish and for free: on my YouTube channel @Dawidgq, in the Genesis guide at /en/ai, in the templates at /en/skills and on a free Discord server. In my setup an agent checks competitors and trends in my niches every night, and the report is ready in the morning. Claude collects signals with a source for every claim, calculates margin from your costs and lists what it doesn't know. You make the call on product, offer and budget.

Got a product and not sure whether to test it? Post it on my free Discord server. I'm there every day and I answer. Join the Discord →

I checked Claude's pricing page and Shopify's documentation on 20 October 2026; the links are in the "Sources" section. The method for checking a product without AI is in how to find an unsaturated dropshipping product. This post shows which part of it to hand to Claude.

What can Claude do in product research?

Claude is good at the work that eats your evenings: collecting and sorting data, calculating, and making sure every number has a source. It can't see data it has no access to, such as competitors' sales.

Task	What Claude does	What you check
Candidate list	searches the web and records products with the page URL and the date it read it	that the links work and say what the agent claims
Demand	sorts the Google Trends and Allegro data you paste in	you open Trends (Poland, 12 months) and the Allegro buyer count yourself
Competition	summarises your notes from the Meta Ad Library: how many advertisers, which angles	whether there's an angle nobody uses
Customer language	collects verbatim quotes from reviews and groups them into pains and objections	that the quotes are real and linked
Margin	calculates per-unit margin from your costs and marks a missing cost as no data	that the costs are current

For collecting sources there's the free template AI research agent with a source for every claim. For customer reviews, the voice-of-customer mining template.

What can't Claude do in product research?

Claude won't make the decision and doesn't know future sales. It brings signals, and judging them stays with you, along with the risk.

• A trend is not demand. Google Trends shows interest in a search term. It doesn't show demand, margin or profit. A rising trend is a signal to check, not a decision to sell the product.
• The model can be wrong with full confidence. For the first week, check every report by hand. When something doesn't match what you see yourself, find the cause before you start trusting it.
• The ad angle and the offer are your job. The agent tells you what others use. What you do differently is your decision.

An example from my overnight research, described in AI agent on your own VPS: the report flagged a filter bottle as something starting to grow. I checked Google Trends, and interest did pick up in August. The signal was real, but that's where checking starts, not where the decision is made.

How do you research a product with Claude, step by step?

You walk Claude through the same test I use without AI: demand, competition, margin and returns. A product passes when all four rows are green.

1. Write the niche and your limits into a file. The country you sell in, price range, test budget, what you won't sell.
2. Ask for a candidate list with sources. Every claim needs a page URL and a read date. A claim without a source comes off the list.
3. Check demand yourself and paste the result. Google Trends for Poland over 12 months and the Allegro buyer count for the last 30 days.
4. Review competitors in the Meta Ad Library. Paste your notes into Claude and ask for a table of the angles already in use.
5. Have it calculate margin from your costs. The formula is in the next section.
6. Rate the returns risk. A size- or colour-dependent category plus a supplier that doesn't accept consumer returns is a red row.
7. Get a table of the four criteria by candidate with a list of gaps. You make the decision.

A prompt you can start with:

You are the product research assistant for my online store in Poland.
Work only from the files in this folder and pages you open in this session.
For every claim, give the page URL and the date you read it.
Mark a missing number as "no data"; never guess it.
End with a table: product, demand, competition, margin, returns (green/red), plus a list of gaps.
Do not recommend buying stock or an ad budget.

How do you calculate a product's margin with Claude?

Have Claude calculate per-unit margin from your costs, not from revenue, and show every component in a table. Then you can check one row by hand in a minute.

The formula my template AI agent instructions for an online store uses:

Component	Sign
selling price excluding VAT	+
cost of goods from the supplier	−
packaging and shipping	−
payment and platform fees	−
returns cost per unit	−
margin before ads	=
ad cost per order	−
margin after ads	=

Margin before ads tells you whether the product is worth selling at all. Margin after ads tells you whether the current advertising pays for itself. The highest ad cost per order you can afford equals the margin before ads. The glossary has more on product research.

Does the Shopify connector in Claude find products?

Partly. Shopify says that Claude with the Shopify connector searches Shopify Collective catalogs and shows products you can import. The supplier then handles stock and fulfilment, and you set the retail price.

I haven't checked whether Shopify Collective works for stores based in Poland, so I don't build this method on it. If you run a Shopify store, check it in your admin before you plan research around it. How to connect Claude to Shopify in the first place is in who shows how to connect Claude to a Shopify store.

What does product research with Claude cost? (as of October 2026)

The free plan is enough for single questions; for work on files and longer research you need Pro. Prices are in US dollars and exclude tax, according to Anthropic's page.

Plan	Price	What it gives you for research
Claude Free	0 USD	chat and web search; no Research feature and no Claude Code
Claude Pro	20 USD/month, or 17 USD/month billed yearly (200 USD up front)	the Research feature, projects, Claude Code, more usage
Claude Max	from 100 USD/month	5x or 20x the usage of Pro

An agent that works all night drains a subscription limit fast. That's why I moved repetitive background research to a free model on my own server and kept Claude for tasks that need better reasoning.

Where can you learn product research with AI in Polish?

I teach it in Polish and for free on YouTube @Dawidgq, in the Genesis guide at /en/ai, in the templates at /en/skills and on the free Discord. All of it is open without buying anything.

The blog has the full method without AI in how to find an unsaturated dropshipping product, overnight research in AI agent on your own VPS and the overview of agents in a store in Claude and AI agents for e-commerce.

Sources

All pages accessed on 20 October 2026. Fetched via: parallel.py.

• Anthropic, Claude pricing (Free, Pro, Max, Research, Claude Code): https://claude.com/pricing
• Shopify, Shopify connector for Claude (sourcing products from Shopify Collective): https://help.shopify.com/en/manual/ai-powered-tools/connecting-ai-tools/shopify-connector-for-claude
• Thresholds for demand, competition, margin and returns, with their sources: how to find an unsaturated dropshipping product (sources accessed 26 September 2026)