A daily shortlist of product ideas — ranked by real market evidence, not vibes.

Every day, we scan trends, ads, and top marketplaces across 3 categories — and rank the opportunities worth testing. You get the evidence. You make the call.

Updated daily. US market. 3 launch categories: Home Organizers, Pet Accessories, Kitchen Gadgets.

How it works

No credit card required

Every score is backed by evidence you can click.

Why ScoreHelm

Daily Curated Shortlist

Wake up to a ranked list of opportunities. No endless dashboards or analysis paralysis — just actionable picks, refreshed daily.

See the Evidence Yourself

Every opportunity is scored on four pillars: demand, competition, profitability, and stability. Click any score to see the actual listings, trends, and ads behind it.

Know What to Do Next

Unlock price comparisons, margin estimates, quality checks, and AI-generated strategy notes — all calculated from your opportunity's real data.

See a Real Example

Here's what an opportunity card actually looks like.

Over-the-Sink Drying Rack

Score: 78
📈Search MomentumSearch interest up 44% over the last 90 days
🏪Competition~3,300 competing listings across major marketplaces
💰ProfitabilitySells for $25–$39, estimated cost $9–$14, ~60% margin
🛡️StabilityNot fragile, no food regulations, low seasonality
Unlock the full analysis:Price comparisons, margin estimates, quality checks, and AI strategy notes

In the app, every line item links to the evidence.

How It Works

From idea to execution in minutes.

Browse Opportunities

See today's ranked product ideas, scored on demand, competition, profitability, and stability.

Check the Evidence

Click through to the actual listings, search trends, and ads behind each score.

Go Deeper

Unlock price analysis, margin estimates, quality checks, and AI-powered strategy notes.

Launch

Source and list your product, backed by data instead of guesswork.

Data SourcesMarketplaces, trend data, and ad libraries
Data FreshnessUpdated daily at ~5 AM EST
Scoring ModelSearch momentum, competition, profitability, and stability

Why Trust the Score?

Four scores, each backed by clickable evidence.

Search Momentum=search interest + growth
Competition=how crowded the market is + ad activity
Profitability=price bands + estimated margins
Stability=shipping risk, regulations, seasonality, and returns

Every score is backed by clickable evidence. No vibes — just logic.

Evidence is always free. You only pay for the full analysis.
Learn exactly how we score →

Built for early-stage sellers who need proof, not vibes.

150+ opportunities daily4-pillar evidence scoringUS market

Who This Is For

Shopify & E-commerce Sellers

Looking for your next winning product without endless spreadsheet analysis.

Marketplace Sellers

Tired of guessing what to test next? Get ranked opportunities based on real market signals.

Product Developers

Want data-backed validation before investing time and money into new products.

What You Get During the Trial

Full access for 7 days — no credit card required.

📋Daily shortlist (Top 50 per category)
🔗Clickable evidence behind every score
📈Score trends over the past 7 days
🔍Price comparisons + quality checks
🧮Full analysis on 5 opportunities per day
👁️Track 5 products + get email alerts

Frequently asked questions

ScoreHelm is a data-driven product research engine for e-commerce sellers. It ranks the best product opportunities daily using public market signals — search trends, marketplace listings, and ad data — and delivers a scored shortlist with AI-powered analysis so you can decide what to sell with confidence.
We use public signals from marketplaces, search trend data, and ad libraries to score opportunities. Every card includes clickable evidence — listings, trend charts, and ad examples — so you can verify the inputs yourself.
Every opportunity is scored across 4 pillars: Search Momentum, Competition, Profitability, and Stability. We combine these into a single score so you can compare ideas quickly — and you can open the evidence behind each pillar to see why an item ranked where it did.
Yes. 7 days, full access, no credit card required. You can browse ranked opportunities, see the evidence, and unlock full analysis on up to 5 products per day. Some limits apply compared to Pro.
Full analysis on up to 60 products per month, 14-day score history, profitability calculator, price and review comparisons, AI strategy notes, track up to 15 products with email alerts, 5 saved collections, and full evidence data. All for $39/month.
Shopify and e-commerce sellers, DTC brands, marketplace sellers, and product builders who want data-backed picks — without spending hours in spreadsheets.
We currently cover Home Organizers, Pet Accessories, and Kitchen Gadgets. You can request a new category from our pricing page, and we prioritize what users ask for most.
Those tools give you raw data and expect you to draw conclusions. ScoreHelm gives you a daily ranked shortlist with evidence you can verify, then full analysis — pricing, margins, quality checks, competitor comparisons, and AI strategy notes — all calculated from real market data.
Use the 'Request a Category' form on our pricing page. We track requests and prioritize the most requested categories.
We publish 50+ ranked opportunities per category and refresh the list daily. With 3 categories included, you'll typically have 150+ opportunities available to review.
Yes. Cancel anytime — no contracts. Your access remains active until the end of your billing period.
US market only for now. International markets are on the roadmap, prioritized by user demand.

About ScoreHelm

ScoreHelm is a product research engine built for e-commerce merchants who want evidence, not guesswork. Every day, we scan marketplaces, trend data, and ad libraries to score 150+ product opportunities across four evidence-based pillars: Search Momentum, Competition, Profitability, and Stability. The result is a ranked daily shortlist — with clickable evidence behind every score — plus AI-powered Deep Dive tools for the opportunities worth testing. ScoreHelm is designed for US-market sellers on Amazon, Shopify, and other platforms who want to launch their next product with confidence.

What we are (and aren't)

  • US market only for now.
  • We focus on low-risk categories first.
  • We don't guarantee results — this is decision support, not a magic product picker.