Does It Repeat
Seasonal patterns and price cycles, checked year by year
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Does It Repeat shows how a stock, ETF, index, future or currency moved in the same date window in each past year, so you can see how often a seasonal pattern really repeated before relying on it. The screener ranks 700+ symbols by historical win rate, price-cycle models cover nearly 700 symbols, and seasonal charts cover 4,500+. Free previews; paid plans from $9/month. All statistics are historical, not financial advice.
PH · launched Oct 22, 2026 · 2 upvotes (top 22%) · 0 views
Niche: stock and market analysis software · 355 launches, 42 in the last 7 days ▲ +11% · Explore this niche →
Category and tags
- Horizontal
- Analytics & BI
- Prosumer
- Not AI
- Commercial product
- Fintech
- Investing
- Data & Analytics
Visit website ↗ Source listing ↗
More like this: all 355 launches in stock and market analysis software →
Could you build this?
Partial The screener and year-by-year date-window charts are simple to build on vendor price data, but licensing data for 700+ symbols and validating the price-cycle models need specialized quantitative expertise.
What it would actually take: Ingest end-of-day price history through a market-data vendor API and store it in a time-series database. Seasonal win-rate calculations are straightforward. The price-cycle models need proper statistical methods, out-of-sample testing, and guardrails against overfitting, which calls for quantitative analysts. Data licensing for futures and currencies can also be expensive.
Competitors
Other products that read as similar to this one : 457 launches clear the similarity bar, closest 8 shown.
Attention rank: #58 of 458 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 348 days after the earliest competitor.
- weekendmarkets.site · ph · 2026-10-31 · 1 upvotes · similarity 0.47
- Alerta Chart · ph · 2026-11-14 · 1 upvotes · similarity 0.47
- correlation · github · 2026-10-21 · 150 upvotes · similarity 0.46
- LowScout · ph · 2026-10-18 · 1 upvotes · similarity 0.46
- TickerWhale · ph · 2026-09-21 · 1 upvotes · similarity 0.46
- ChartJudge · ph · 2026-10-06 · 2 upvotes · similarity 0.45
- Tradeye · ph · 2026-11-04 · 1 upvotes · similarity 0.44
- TickrAlert · ph · 2026-10-20 · 2 upvotes · similarity 0.44
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.