AI product research · for cross-border sellers

Turn a product idea into a product research report

For cross-border sellers with a product idea ready to validate. Tell SeaClaw your product and target market to get a feasibility score, demand and competition analysis, margin estimates and suggested next steps. Review sources, estimates and evidence gaps, then validate against your own costs and small-scale tests.

Sign up for 300 free credits ≈ 6 reports · no credit card required
Third-party e-commerce dataPublic demand signalsStructured reports and next steps
SELECTION REPORTIllustrative layout
Portable Mini Humidifier
US market · $12.99–$24.99 · Home gadgets
74Sample score
DemandStrongCompetitionRedMargin~58%SignalsHigh
Proceed with caution: an example of how a report presents a conditional recommendation. The figures here illustrate the layout; use the full report and current evidence for a real decision.
SignalsCompetitorsEstimatesEvidence gaps
WHAT IS SEACLAW

What is SeaClaw

SeaClaw is a conversational AI product research tool for cross-border sellers, built by AltoSea. It connects third-party e-commerce data queries, public demand signals and structured reports into one workflow. Bring a product idea and target market to explore competitors, estimates and validation steps. Provider estimates are not official sales figures, and reports do not replace purchasing, compliance or business judgment.

For: sellers with a product idea ready to researchBring: a product description or link and target marketGet: market signals, competitors, estimates and next stepsLimits: retry unavailable data; validate evidence gaps
HOW IT WORKS

Three steps from idea to evidence

Describe the product, target market and known constraints, then use the report to decide what needs further validation.

01

Say what you want to sell

A sentence, a link or a screenshot. The agent confirms the product identity first and locks the analysis target.

I want to sell portable mini humidifiers in the US
02

The agent queries market information

Review available competitors, price bands and demand signals. Retry when a data service is unavailable; investigate further when evidence is incomplete.

✓Marketplace · live listings✓Signals · TikTok/Reddit✓Competitors · top sellers
03

Get a score and next actions

Review a 0–100 feasibility score, its breakdown and differentiation advice. Scores are not success probabilities; sales and margin estimates still need verification.

74/100 · proceed with caution
WHY SEACLAW

Why SeaClaw

Different tools support product research. SeaClaw connects data queries, evidence review and a consistent report structure into one workflow:

 SeaClawSearching yourselfGeneral ChatGPT
Data sourcesThird-party e-commerce services + public searchFind and record platform informationDepend on retrieval, tools and prompts
WorkflowQueries, evidence and a report structure connectedDesign your comparison and analysis stepsDefine research steps and output requirements
Evidence gapsReview sources, estimates and risks before testingIdentify and investigate them yourselfCheck sources and uncertainty explicitly
OutputStructured report and suggested next stepsCompile it yourselfPrompt for output, then review its relevance
Score limits0–100 support score, not a success probabilityChoose your own criteriaDefine metrics and verify their basis
INTEL LIBRARY

See if other products are worth doing — then analyze yours

Read public samples without logging in to see how signals, competitors and estimates are organized. Each case has its own date and evidence limits; it is not a current purchasing recommendation.

Browse the intel library →
SAMPLE REPORT

Read a full report before you sign up

Explore the report structure, sources and estimates. Check evidence dates, scope and gaps before deciding whether it fits your own research task.

PRICING

Run 6 reports free — pay only if it earns it

Credits are reports: one product research report ≈ 50 credits. All plans include 24-hour conditional refunds.

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Per action: macro report 50 · Expert ×6 · light chat 2 credits — pay only for what you use, full ledger visible
FAQ

Common questions

Is the data real?

Listings and sales references come from third-party e-commerce data services; demand signals come from public web search. When a data source is unavailable, we ask you to retry without generating a report or charging report credits. Provider estimates are distinguished from your actual costs.

What metrics matter in product selection?

Start with demand, competition, estimated margin and evidence confidence. SeaClaw provides scores and a breakdown, but scores are not success probabilities. Use your own purchasing, logistics, acquisition costs and test results to decide.

How is this different from asking ChatGPT to pick products?

SeaClaw connects third-party e-commerce queries, public signals and a consistent product report structure. With a general conversational tool, retrieval, sources and output structure depend on the features and prompts you use. With any tool, verify key figures against sources and real tests.

How is this different from searching myself?

SeaClaw organizes queries, competitor comparisons, margin estimates and next steps into a structured report, reducing manual synthesis. Coverage and completion time depend on the product, market and data source availability. Human review is still needed.

How long is a product's window, and when should I drop it?

The report classifies the market stage (untapped / early blue ocean / red ocean) and gives a verdict; when competition is a red ocean with no differentiation for you, or margins are crushed, it recommends dropping it or switching niche.

How does payment work? Refunds?

Pay-as-you-go credits. Subscriptions and top-ups have a 24-hour conditional refund. Where available, Alipay supports one-time monthly purchases and cards support auto-renewal; the final amount is shown on the official payment page.

What is SeaClaw, and who makes it?

Built by AltoSea, SeaClaw is a conversational AI product research tool for cross-border sellers with an idea to validate. It organizes third-party e-commerce data and public demand signals into reports for further testing.

Research your next product idea first

Free sign-up · 300 credits ≈ 6 reports · start with your product and target market

SeaClaw | AI Product Research & Reports