Methodology & Data Sources

Last updated: October 22, 2026

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1. Overview

SpeedSignal scans 4,500+ US-listed stocks (common stocks and ADRs on NYSE, NASDAQ, AMEX and CBOE) daily shortly after the close and gives each ticker three readings: a phase (Coiling, Pre-Ignition, Liftoff or Below), a 0–100 Score and a Conviction level (Low / Medium / High). Read them as three answers to three questions: the phase says what stage the setup is in, the Score says how complete the setup profile looks today, and Conviction says how that setup ranks against the rest of the market the same day.

Our scoring is algorithmic and rules-based. It does not use AI predictions, sentiment analysis, or subjective judgment. Given the same market data, every score is reproducible.

2. The Three Pillars

A breakout setup has three separate ingredients, and SpeedSignal reads each one separately. The three are different in nature (structure, demand and activity), and a stock can be strong on one and weak on another. Together they feed the overall Score.

Pillar 1: Base "Stealth Coil"

How well the stock is building a base. A high Base reading means the recent trading has settled into a quiet, tight and orderly state instead of a wide or choppy one: the stock looks coiled rather than scattered.

Pillar 2: Accumulation "Demand Profile"

Signs of steady demand inside the base. A high Accumulation reading means the quiet base is not empty: the stock shows persistent participation rather than a one-day spike.

Pillar 3: Ignition "Participation Expansion"

Signs that activity is picking up now. A high Ignition reading means trading activity in the latest completed session is expanding versus the stock's own normal level, with broad participation rather than thin or one-sided trading.

3. The Score

The Score (0–100) summarizes how much of the tracked setup profile is present today, across all three pillars. Higher means a more complete setup. It is descriptive, not predictive: a 90 does not mean a stock will go up, only that much of the setup profile is present right now. The Score moves day to day as conditions appear and fade, so the change in Score is often as informative as the level itself.

4. Phase Classification

The Score tells you how much is aligned; the phase tells you what kind of situation it is. The phase has its own classification logic, so it is related to the pillars but is not a direct conversion of the Score. Phases are also stable: a stock does not lose its phase because of one quiet day, which is why a ticker can show many days in the same phase.

PhaseMeaning
CoilingThe base is forming. Price action is settling and activity is quiet. Early stage.
Pre-IgnitionAccumulation is becoming visible inside the base. The setup is maturing.
LiftoffThe strongest active phase. The base and participation are in place and the latest data confirms the setup.
BelowNot in any active setup phase right now. Most of the universe sits here on any given day.

5. Conviction Level

Inside each phase, we add a Conviction dimension: Low, Medium, or High. Conviction reflects how a ticker's setup ranks against the rest of the market in that session; High Conviction is reserved for the highest relative scores of the day. Because it is relative and recalculated every session, the bar adapts to the market. It is a separate axis from phase: a Coiling ticker can be High Conviction, and a Liftoff ticker can be Low Conviction. A high Score does not guarantee High Conviction, because Conviction depends on how the rest of the market looks that day. Conviction is a ranking band, not confidence that a price will rise.

6. RS Rank

RS Rank is a 0–99 rank of how a stock's price has performed relative to every other stock in the scan. Higher means stronger past performance relative to that group. It is separate from the setup Score and describes the past, not a forecast.

7. Risk Flags & Anomalies (informational)

Some tickers carry context flags that do not change the Score or the phase but point to risk worth knowing:

8. Eligibility Filters

Basic eligibility filters help keep the Signal Board focused on stocks where a setup reading is meaningful. They do not change a stock's Score or phase. Some of them always apply to the Signal Board; the others are optional. The filters look at things like:

Pro subscribers can see the default values of the optional filters, and switch on and adjust most of them, in the eligibility thresholds of the Signal Board's advanced filters.

9. Data Sources

Data TypeSourceUpdate Frequency
Price & VolumeThird-party US-equities market data (Massive)Daily at close
FundamentalsTradingView Scanner, Finnhub and SEC filingsProvider-dependent
Earnings DatesTradingView Scanner and supplemental provider dataAs available
Market ContextSPY, VIX and sector benchmark ETFsDaily at close
Company InfoTradingView Scanner with provider fallbacksRefreshed during enrichment

10. Limitations

11. Disclaimer

This methodology description is provided for transparency and educational purposes. It describes the product at a conceptual level; exact indicators, parameters and rules are proprietary. Speed Signal AI is screening and analytics software, not a broker-dealer or investment adviser. Scores, phases, and screening results are data outputs and research candidates, not investment advice, recommendations, trading signals, or a buy list. Past performance of high-scoring stocks does not guarantee future results. Always conduct your own research and consult a qualified financial advisor.