IN DEVELOPMENT · INTERACTIVE PROTOTYPE

Find the product.
Discover the angle.

A research workspace for dropshipping teams turning product opportunities and short-form creative ideas into better testing decisions.

Explore research demo ↗See the workflow

Try the prototype with sample data. Live trend feeds and AI analysis are on our development roadmap.

THE OPPORTUNITY BOARDILLUSTRATIVE PREVIEW
Research → Creative → Test↗
Home & living

Portable reading lamp

Creative angle: a calmer evening

82DEMO FIT SCORE
3TEST HYPOTHESES
15sCONCEPT LENGTH

Research question: does a clear use case translate into purchase intent?

Sample product, illustrative score and decorative chart. Not live market data.

Product researchersBuild a focused shortlist
Creative strategistsDevelop testable angles
Media buyersCheck the economics
Dropshipping teamsBring research together
01 / Research workspace

Less scrolling.
More considered decisions.

Explore a sample opportunity library. Search by product, compare concepts and save a shortlist for your next research session.

Demo workspace. All products, prices and scores below are illustrative. Creative cards are storyboard ideas, not sourced trending videos. No live platform feeds or AI model are connected.
02 / The research loop

A promising product needs
a reason to buy.

01 — DISCOVER

Start with a real problem

Look for a clear customer use case. Build a shortlist before investing in samples, sourcing or advertising.

02 — UNDERSTAND

Find the creative angle

Connect the product benefit to a hook, a demonstration and an objection your creative can answer.

03 — VALIDATE

Test the assumptions

Check supplier quality, landed cost and customer demand. Treat research signals as hypotheses, not guaranteed winners.

03 / Unit economics

Before you test the ad,
test the numbers.

Estimate what remains from one order after product, shipping, payment fees and acquisition costs.

Planning calculator in USD. Excludes taxes, refunds, overhead and other costs. Defaults are hypothetical.

CONTRIBUTION / ORDER
BREAK-EVEN ROAS*

*Selling price divided by the amount available for advertising before acquisition costs.

Built for focused ecommerce teams

About ProductAngleLab

ProductAngleLab is an early-stage software project focused on product discovery and creative research for dropshipping businesses, ecommerce operators and performance marketing teams.

Our goal is to bring product evidence, short-form video research and test planning into one workspace, helping teams understand why an opportunity may be worth testing.

We plan to use the Claude API to summarize authorized research inputs, identify customer problems and produce structured creative hypotheses. This integration is not active in the current prototype.

Product roadmap
  • Available in this prototypeSample library, keyword search, category filters, local shortlists, JSON export and a unit economics calculator.
  • Planned: connected researchAuthorized product and video data sources with source links, timestamps and transparent signal definitions.
  • Planned: AI-assisted analysisClaude-powered evidence summaries, creative angles and research briefs with human review.
  • Planned: team workflowsShared research boards, annotations and experiment tracking.
A sharper starting point

Turn an idea into a test plan.

Explore the prototype. Save a few opportunities. Check your assumptions.

Open the research workspace ↗