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AI · April 26, 2026

A free ESG stock screener that publishes its losses and methodology

Hey HN, JSS(JumpstartSignal) is a free, ESG-filtered daily stock screener. I built it after some really badly-timed quantum computing stock buys, so I felt I needed to learn more about systematic, longer-horizon approaches and the underlying technicals instead of chasing themes. Three things about it that might be of interest: 1. Methodology is fully documented at https://jumpstartsignal.com/how-it-works/ 5-stage pipeline, 54 signals tested individually plus 1,836 combinations evaluated, walk-forward validation across 25 hold periods. Nothing hand-tuned to a single…

A free ESG stock screener that publishes its losses and methodology launched on April 26, 2026 with 30 votes, #943 of 21,248 launches that month and more than 95% of that year's launches.

In plain words

JumpstartSignal is a free daily stock screener that filters companies based on ESG criteria and technical signals. It uses a five-stage pipeline testing 54 individual signals and 1,836 combinations through walk-forward validation across multiple time periods. The tool is designed for investors seeking systematic, longer-term approaches rather than theme-chasing. What distinguishes it is full transparency: the methodology is publicly documented, and the maker publishes both successful and unsuccessful stock picks as case studies showing the system's real-world performance.

written from the facts on this page · September 2026

From the sources

Every trading day JSS emails a short list of high-conviction picks with transparent 100-point scoring (Quality + Entry + Sentiment + Sector). 14-year walk-forward backtests show +163pp alpha vs S&P 500, 64% win rate. ESG/SRI filters exclude 10 categories. Honest case studies include both stocks caught early (NVDA at $6, AAPL at $44 in May 2018) AND stocks missed, with losses published. No paywall, no account. Rigor, without the black box.

Free daily stock screening with SRI filters, technical analysis, and AI-analysed news sentiment. 14 years backtested.

Invest based on evidence, not emotion. Get clear, responsible, data-driven US 🇺🇸 stock picks (with analysis) in your inbox every trading day, free. Past performance does not guarantee future results. Returns shown are split-adjusted closing prices for illustration only and are not a recommendation. DYOR (Do Your Own Research). An equal amount in each pick the day it signaled and held, against the same in the S&P 500 on the same dates. See how it works → Backtested cumulative return since 2012. Our picks run hardest in up years (2020: +60% vs the index's +18%) and give back more in down years (2022: -29% vs -18%), then recover. See the full results → Walk-forward validated .…from jumpstartsignal.com

In the maker’s words, at launch

Hey HN, JSS(JumpstartSignal) is a free, ESG-filtered daily stock screener. I built it after some really badly-timed quantum computing stock buys, so I felt I needed to learn more about systematic, longer-horizon approaches and the underlying technicals instead of chasing themes. Three things about it that might be of…

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