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Signal Engine for Public Trade Filings
There is a strong opportunity to move beyond a free dashboard and sell a decision-support product that converts public filing activity into ranked, testable investment signals. The clearest user pain is not just access to filings, but understanding which trades matter, how to rebalance on them, and whether any of it works historically.
Por qué es importante
You already know that filing data can hint at conviction, but the real problem starts after you open the dashboard. You are left guessing whether a cluster of buys matters, whether sells offset them, and how to turn noisy disclosures into a portfolio you can actually maintain. When you try to do this yourself, you end up stitching together leaderboards, spreadsheets, and rough heuristics with no proof that the method works. A useful product here would not just display trades. It would tell you what changed, why it matters, and how a rules-based strategy based on those events would have performed over time.
- · Creado para Active self-directed investors and swing traders who follow insider, institutional, and political disclosures but lack a repeatable process to turn them into trades..
- · Monetización más probable: Freemium.
El Dolor · Narrativa
You already know that filing data can hint at conviction, but the real problem starts after you open the dashboard. You are left guessing whether a cluster of buys matters, whether sells offset them, and how to turn noisy disclosures into a portfolio you can actually maintain. When you try to do this yourself, you end up stitching together leaderboards, spreadsheets, and rough heuristics with no proof that the method works. A useful product here would not just display trades. It would tell you what changed, why it matters, and how a rules-based strategy based on those events would have performed over time.
Desglose de puntuación
Señal de Mercado
Estrategia de lanzamiento
Retail traders already paying for charting, scanners, or newsletters who want filing-based signals without doing manual analysis.
~100K-300K active globally
SEO long-tail
$19/month
25 paying users who connect at least one watchlist and run at least one backtest within 30 days
Alcance del MVP · 1-2 semanas
- Ingest and normalize Form 4 and 13F filings into a unified ticker-event table
- Define three simple scoring rules for insider buys, fund accumulation, and political buys
- Build a basic ticker page showing event timeline and current composite score
- Create a backtest script for equal-weight monthly rebalancing on top-ranked tickers
- Add email capture and waitlist landing page with two pricing options
- Launch a portfolio builder that selects top-ranked names based on user settings
- Add net buy-sell trend charts and filer-type filters
- Implement watchlists with daily alert emails for score changes
- Publish three example strategies with transparent assumptions and caveats
- Run a small paid conversion test from the waitlist into a 14-day trial
Diferenciación
Por qué esto podría fallar
Autorrefutación: la señal de confianza más importante
- 1The strongest objection is that delayed disclosures do not create enough tradable edge, so users may enjoy the data but refuse to keep paying.
- 2The product could be seen as financial entertainment if the scoring model is too simplistic or unstable across market regimes.
- 3Competitors can replicate basic aggregation and alerting quickly unless the backtests and ranking logic become materially better.
Resumen de evidencia
Cómo la IA sintetizó esta información: sin citas textuales
Several comments showed enthusiasm for the consolidated dataset, but the most valuable questions focused on usage rather than access. Around three to four commenters asked how to build a portfolio, how to interpret top-buy and top-sell panels, and whether adjacent analytics like sentiment help. At the same time, one commenter warned that delayed political trade disclosures may not be profitable. This points to a real business opportunity in signal interpretation and backtested workflows, not just raw data display.
Plan de Acción
Valida esta oportunidad antes de escribir código
Próximo Paso Recomendado
Construir
Señales de demanda fuertes. Hay dolor real y disposición a pagar — empieza a construir un MVP.
Kit de Textos para Landing Page
Textos listos para pegar, basados en el lenguaje real de la comunidad de Reddit
Titular
Signal Engine for Public Trade Filings
Subtítulo
There is a strong opportunity to move beyond a free dashboard and sell a decision-support product that converts public filing activity into ranked, testable investment signals. The clearest user pain is not just access to filings, but understanding which trades matter, how to rebalance on them, and whether any of it works historically.
Para Quién Es
Para Active self-directed investors and swing traders who follow insider, institutional, and political disclosures but lack a repeatable process to turn them into trades.
Lista de Funciones
✓ Composite signal score by ticker based on insider, fund, and political activity ✓ Backtests showing historical performance of configurable strategies ✓ Monthly portfolio builder with rebalance suggestions ✓ Watchlists and real-time filing alerts ✓ Net buy-versus-sell trend analysis
Dónde Validar
Comparte tu landing page en r/r/algotrading — ahí es exactamente donde se descubrieron estos puntos de dolor.
Regístrate para desbloquear el análisis profundo completo
GTM, alcance del MVP, por qué podría fallar, ActionPlan Copy Kit. El registro gratuito otorga 10 vistas detalladas/mes.
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