amazon product research assistant
Structured Amazon product research tool that evaluates demand, competition, and economics using an evidence-led framework.
$5
Works with the AI Agents you already use
Claude Code
Cursor
Codex CLI
Muse
Dots+21 moreClaude CodeCursorCodex CLIMuseDots
Manus
Grok
Grok Bot+18 agentsamazon product research assistant
Example session with this skill installed
I want to sell ergonomic silicone spatulas in the US. My target price is $19.99 and I think they cost $4 to make. Should I do it?
- Read your context and instructions
- Compiled the amazon product research
The evidence supports a high-demand but hyper-competitive entry. While the gross margin appears healthy, the high review barrier in the Home & Kitchen category suggests that a standard silicone spatula will struggle to gain organic visibility without a significant differentiation strategy or heavy PPC spend.
Amazon Product Research: Ergonomic Silicone Spatula (US)
| Item | Value | Status |
|---|---|---|
| Product Idea | Ergonomic Silicone Spatula | Verified |
| Marketplace | USA | Verified |
| Target Price | $19.99 | Hypothesis |
| Estimated Unit Cost | $4.00 | Hypothesis |
| FBA Fees | Unknown | Unknown |
| Category | Home & Kitchen | Supported |
Opportunity Analysis
| Dimension | Score | Evidence | Why It Matters |
|---|---|---|---|
| Demand Evidence | 5/5 | High search volume for "silicone spatula" | Ensures there is a large enough pool of buyers. |
| Competition Barrier | 1/5 | Top sellers have 10,000+ reviews | Extremely difficult to rank on page 1 organically. |
| Fee/Margin Room | 3/5 | $15.99 spread before FBA fees | Standard FBA fees will likely take 30-40% of revenue. |
| Compliance/IP Risk | 4/5 | Common household item, low IP risk | Low risk of legal takedowns or patent infringement. |
| Differentiation | 2/5 | Market is saturated with "ergonomic" claims | Hard to stand out without a unique functional patent. |
Key Risks & Gaps
- Review Moat: Top incumbents have a decade of social proof that is expensive to overcome.
Hidden FBA Costs: Spatulas are often sold in sets; single units at $19.99 may face stiff competition from 3-packs at the same price.
3. PPC Costs: Cost-per-click for kitchen staples is often $2.00+, which could wipe out the $15.99 margin quickly.
Recommended Next Move
Primary Action: Conduct a competitor "Review Gap" analysis. Read the 1-star and 3-star reviews of the top 5 competitors to find a specific functional complaint (e.g., "handle snaps," "too floppy") to solve via design.
Validation Plan
| Question | Evidence Needed | Cheapest Test | Pass Signal |
|---|---|---|---|
| Can I differentiate? | List of 3 unique pain points | Review mining 500+ comments | Found a clear, fixable flaw |
| Is $19.99 viable? | Actual FBA Fee Calculator data | Run specific dimensions through FBA tool | Net margin > 25% after all fees |
Next steps
- Calculate exact FBA fees using the dimensions of your specific packaging.
- Search USPTO for any "ergonomic handle" patents related to silicone kitchenware.
- Get a formal quote from a supplier including DDP shipping to an FBA warehouse.
Connects securely to your tools. The creator never sees your data.
About this skill
The problem
Entering the Amazon marketplace without a rigorous framework leads to expensive inventory mistakes. Beginners often rely on "gut feel" or vanity metrics, ignoring structural risks like category compliance, return rates, and margin erosion from FBA fees.
What it does
- Identifies missing variables in product ideas such as landed costs, target price, and marketplace-specific competition.
- Categorizes every data point into an evidence ledger (Verified, Supported, Hypothesis, or Unknown) to prevent building a business on assumptions.
- Scores the opportunity across eight critical dimensions including demand evidence, review barriers, and IP risk.
- Generates a specific validation plan with "Pass/Fail" signals for the cheapest possible market tests.
Why this beats prompting it yourself
General-purpose prompts often provide optimistic, vague advice that overlooks operational hazards. This skill enforces an analytically strict workflow that prioritizes risk mitigation and evidence-based scoring, ensuring you don't receive a "vague information dump" but a concrete decision-oriented roadmap.
Use cases
- Evaluating a new private label product idea for the US or UK marketplace.
- Comparing two different niche opportunities to see which has lower entry barriers.
- Auditing a struggling listing to identify if the failure is due to demand, fees, or competition.
- Developing a low-cost testing strategy to validate a hypothesis before placing a bulk inventory order.
Known limitations
Does not provide legal, tax, or professional accounting advice. Cannot access live private seller dashboards or real-time Amazon API data without external tool integration.
Cannot access live Seller Central accounts or real-time proprietary market data. Does not provide regulated legal, tax, or investment advice. Outcomes are research-based, not guaranteed.
How to use
- 1
Connect your agent to the Agensi MCP
Copy the prompt and paste it into Claude, ChatGPT, Cursor or any agent that supports MCP. It sets up the connection for you. Manual setup
- 2
Sign in to Agensi
Your agent shows a sign-in link. Sign in and click Allow.
- 3
Ask for what you need
Your agent loads this skill and uses it on your task. It always asks before any payment.
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