How to Scan for Chart Patterns Across the Market

Step-by-step tutorial: use Diplyzer to scan for the highest-probability chart patterns across the S&P 500, filter for momentum confirmation, and identify the best technical setups right now.

Finding a great chart pattern is only the beginning. The real edge comes from efficiently scanning a universe of hundreds of stocks, filtering for momentum confirmation, and arriving at a short list of the highest-conviction setups — all before the market opens.

This tutorial walks you through the exact workflow.


What You'll Accomplish

By the end of this tutorial, you will be able to:

  • Scan the S&P 500 (or any other universe) for specific geometric chart patterns
  • Filter results by momentum indicators for confluence confirmation
  • Check the broader market context to confirm your directional bias
  • Drill into the highest-conviction setups with a complete technical analysis
  • Verify there are no upcoming catalysts that could disrupt the technical setup

Step 1: Choose Your Pattern and Universe

Start by deciding what type of setup you are looking for. Different patterns work better in different market environments:

  • Bull Flag / Cup and Handle — Best in uptrending markets with strong breadth
  • Inverse Head and Shoulders — Best as a reversal play after a sustained downtrend
  • Ascending Triangle — Best in consolidating markets with bullish bias

For this tutorial, we'll scan for Bull Flags across the S&P 500 on the daily timeframe.

AI Prompt

"Scan the S&P 500 for stocks showing a Bull Flag pattern in the last 3 months on the daily chart. Rank results by similarity score from highest to lowest."

Diplyzer will return a list of matching stocks with their similarity confidence scores and the date range of the pattern.


Step 2: Filter for Momentum Alignment

A chart pattern alone is not enough. You want momentum confirming your directional thesis:

AI Prompt

"From those Bull Flag results, which ones have: an RSI below 60 (not yet overbought), and a MACD histogram that turned positive in the last 5 trading days?"

This filter removes setups where momentum is already extended (RSI above 70) or where the MACD isn't confirming bullish pressure. You'll typically narrow the list from 20-30 results to 5-8 high-quality setups.


Step 3: Check the Broader Market Context

Even the best individual stock setup can fail in a hostile market environment:

AI Prompt

"What is the current RSI and MACD reading on the SPY (S&P 500 ETF) on the daily chart? Is the broader market in an uptrend? What is the current VIX level?"

If the market is:

  • In an uptrend with RSI 40-65 — Favorable environment for long setups
  • Overbought (RSI above 70) or showing distribution — Be more selective; setups may fail even if technically sound
  • VIX above 25 — Elevated fear/volatility; tighten position sizing

Step 4: Deep-Dive the Best Candidates

Pick the top 2-3 candidates from your filtered list and request a complete analysis:

AI Prompt

"Give me the full technical analysis for [ticker]. Show the chart with the Bull Flag highlighted, the RSI, MACD, and Bollinger Bands. Where is the entry zone, the pattern price target, and the key support level for a stop loss?"

Look for:

  • Clear flagpole (sharp prior move) and well-formed flag (orderly pullback)
  • Entry zone: Just above the upper boundary of the flag (the breakout level)
  • Target: The flagpole length projected upward from the breakout point
  • Stop placement: Below the lowest point of the flag consolidation

Step 5: Check Upcoming Catalysts

Before entering any trade, verify there are no scheduled catalysts that could override the technical setup:

AI Prompt

"When does [ticker] report earnings next? Are there any other upcoming events — dividend dates, analyst days, or expected regulatory decisions — in the next 30 days?"

If earnings are within 2-3 weeks: Either skip the trade or size very small — the technical target may not be reached before the binary earnings event.

If the calendar is clear: Green light to proceed with your technical setup.


Step 6: Confirm Volume Profile

The final check — volume:

AI Prompt

"Show me the volume bars on [ticker]'s chart alongside the Bull Flag pattern. Was the flagpole formed on above-average volume? Is the flag consolidation occurring on declining volume (healthy)?"

Ideal Bull Flag characteristics:

  • ✅ Flagpole on significantly above-average volume (institutional buying)
  • ✅ Flag consolidation on decreasing, below-average volume (natural digestion)
  • ✅ Volume spike expected on breakout (confirms institutional participation)

The Complete Pattern Scan (Single Prompt)

Once you're comfortable with the workflow, compress it into a single comprehensive request:

AI Prompt

"Scan the S&P 500 for Bull Flag patterns in the last 3 months, daily chart. Filter for: RSI below 60, MACD histogram positive. From the top matches, give me the full technical breakdown of the highest-scoring setup: chart with pattern highlighted, RSI, MACD, Bollinger Bands, entry/target/stop levels, and the next earnings date."


Variations: Other Pattern Scans to Try

Scanning for reversal opportunities:

AI Prompt

"Scan the Nasdaq 100 for Inverse Head and Shoulders patterns that have completed but haven't broken out above the neckline yet. Which have RSI in the 40-55 range?"

Scanning for continuation plays in crypto:

AI Prompt

"Scan the top 20 cryptocurrencies by market cap for Ascending Triangle patterns on the 4-hour chart. Which are approaching the triangle apex and showing bullish momentum?"

Scanning for value with technical timing:

AI Prompt

"Find S&P 500 stocks with P/E ratios below their sector median AND showing a Cup and Handle or Double Bottom pattern on the daily chart."