Product Research
Analyze Amazon product markets from Claude with Launch Fast MCP before you spend time on sourcing, listing work, PPC, or inventory.
Product Research evaluates an Amazon keyword or product idea before you source inventory. It gives Launch Fast market data to Claude. Ask plain-language questions about market size, revenue estimates, prices, reviews, competition, product examples, and trends.
Tool Details
| Field | Value |
|---|---|
| MCP tool | research_products |
| App UI | ui://launchfast/research-products |
| Behavior | Read-only |
| Amazon account required | No |
| Best for | New product validation, niche comparison, listing pattern review, early financial screening |
When To Use It
| Use case | What it helps you decide |
|---|---|
| Validate a product idea before sourcing | If the market is worth deeper research before spending time on suppliers, listings, or samples. |
| Compare several Amazon niches | Which market has the strongest balance of demand, competition, pricing, and revenue. |
| Understand market basics | Average price, reviews, rating, revenue, competition, and top product examples. |
| Review listing patterns | What top titles, images, positioning, and product angles look like. |
| Screen financial viability | If pricing, revenue, sales velocity, CPC, and margin signals look workable. |
| Plan the next research step | If to move into keyword research, supplier research, or IP checks. |
Product Research is usually the first tool to use in a new product research workflow.
What It Returns
| Result area | What Claude can summarize |
|---|---|
| Market summary | Market-level summary, grade, opportunity signal, and risk context. |
| Revenue | Estimated total revenue, average revenue, and revenue concentration across top products. |
| Pricing | Average price and if the price point leaves room for fees, FBA, ads, and product cost. |
| Competition | Review counts, ratings, brand concentration, and how difficult the market can be for a new entrant. |
| Product examples | Top ASINs, brands, prices, reviews, ratings, revenue estimates, and listing patterns. |
| Trends | Daily sales and trend context when available. |
| Guidance | Claude-oriented interpretation, risks, opportunities, and suggested next steps. |
The response can vary by keyword and available data. Its purpose is to help you decide if the market is suitable for more research.
Inputs
| Input | Required | Notes |
|---|---|---|
keyword | Yes | Product idea or Amazon search phrase. Example: silicone spatula. |
focus | No | One of balanced, titles, images, or financial. Defaults to balanced. |
product_limit | No | Number of products to include. Supports 1-20. Defaults to the standard compact result size. |
Focus Modes
| Focus | Use when you want Claude to emphasize |
|---|---|
balanced | General market decision: grade, revenue, price, reviews, competition, and top products. |
titles | Listing titles, keyword patterns, phrasing, and copy angles. |
images | Product image and visual listing patterns. |
financial | Revenue, sales velocity, pricing, CPC, and financial viability signals. |
Example Prompts
Basic market check:
Research the Amazon market for silicone spatulas.Financial review:
Research bamboo cutting boards with a financial focus. Show revenue, price, sales velocity, CPC, and margin risks.Title pattern review:
Analyze the title patterns in the top products for insulated lunch bag.Niche comparison:
Research silicone spatulas, bamboo cutting boards, and stainless steel lunch boxes. Compare which market looks strongest and explain why.Next-step workflow:
Research the Amazon market for silicone spatulas. If the market looks promising, suggest the next keyword and supplier research prompts that I must run.How To Read The Results
Look for a balanced opportunity, not just high revenue.
Stronger market signals
- Enough total revenue to support new entrants.
- Pricing leaves room for fees, FBA, ads, and product cost.
- Review counts are realistic for a new seller.
- Clear product differentiation opportunities.
- Stable or improving sales trends.
- Keywords and suppliers are worth researching next.
Riskier market signals
- High revenue with very high review barriers.
- Low average price and tight margins.
- Heavy brand concentration.
- Weak or declining sales trends.
- Little room to differentiate the product.
- CPC or ad costs can consume margin.
Suggested Workflow
Start With The Main Keyword
Run Product Research for the main keyword or product idea.
Check Keyword Demand
If the market looks viable, run Keyword Research on the top ASINs.
Check Sourcing Reality
Use Supplier Research to review supplier options, MOQ, and sourcing signals.
Screen IP Risk
Run IP Check on brand names, product concepts, and risky design ideas.
Compare Against Your Own Data
If you sell in the niche, use Amazon Sales, Inventory, Brand Analytics, and Ads tools to compare the market opportunity against your real account data.
Limits And Notes
| Area | Note |
|---|---|
| Behavior | Read-only. |
| Amazon account | Not required. |
| Does not do | Create listings, place orders, contact suppliers, or modify Amazon data. |
| Data availability | Results depend on available Launch Fast market data and provider availability. |
| Usage | Paid-plan usage and rate limits can apply. |