2. Earnings Season AI Trading Strategy: Build Custom Agentic Bots
Overview
Earnings reports guarantee crazy price swings. The best edge for an everyday trader comes from having a simple plan:
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pre-earnings: identify strong stocks before the news hits.
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post-earnings: act only when direction is confirmed (never gamble on the actual numbers).
Part A: Pre-Earnings Watchlist (Daily)
Filter for:
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earnings within next 7–10 days
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liquidity (volume threshold)
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trend alignment (MA50 vs MA200) (see how we use MA50 vs MA200 for trend regime detection)
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strength (near 20–60 day highs or relative strength vs benchmark) -- a watchlist of clean candidates, not predictions.
Part B: Post-Earnings Momentum (Gap + Hold)
(Here’s a non-earnings, macro-market example of the same concept: XAUUSD (Gold) breakout signals)
Gap-Up Long (“Gap and Go”)
Requirements:
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gap up above threshold (e.g., 3–5%)
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holds above opening range high (first 15–30 minutes)
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volume expansion vs recent baseline
Entry: break above opening range high
Stop: below opening range low or ATR-based
Exits: partial at +1R, then trail
Gap-Down Short
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Symmetric rules:
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gap down above threshold
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fails to reclaim opening range mid/high
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breakdown continuation trigger
Risk Rules (Tail Risk Control)
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limit number of earnings trades per day/week
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cap exposure per ticker
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skip ultra-chaotic opens (range too large)
How to Use This in TradeOS
Use TradeOS to keep a pre-earnings watchlist workflow and a post-earnings confirmation checklist, so you only focus on high-quality gap-and-hold setups.