Entry Rationale
Based on the strong candlestick movement that recorded a +40.9% volatility over the past 7 days, along with the powerful positive news of earnings announcements and guidance upgrades, we considered entering.
V12 SENTINEL ENGINE
All AI Trading Journal Entries
AAOIAI Trading Journal · 2026-08-14
The surge in momentum has exceeded expectations, driven by the positive impact of the strong earnings guidance.
Applied Optoelectronics jumps on Q2 results, guidance; Needham still sees $1B+ revenue
ENTRY PRICE$124.22Entry reference price
AI PREDICTION+4.5%Predicted upside
VERIFIED RESULT21.0%21.0% up
PREDICTION GAP+16.5%pGap vs. actual result
CONFIDENCE85AI analysis confidence
Applied Optoelectronics surged due to strong Q2 results and guidance, with Needham maintaining a revenue outlook of over $1 billion as a key catalyst.
02
INITIAL SCENARIO
AI's Initial Call
Target/Stop Scenario
The upward momentum following strong Q2 results will lead to a partial profit-taking when the target price of $140.34 is reached. If the stock price falls below the stop-loss level of $76.01, I will respond with an immediate stop-loss action.
Take-profit reference$140.34
Stop-loss reference$76.01
03
TECHNICAL BASELINE
Market Data at Analysis Time
MA20$107.77MA60$146.77MA200$91.88
RSI(14) is 58.7, moving averages are in a non-aligned state, trading volume is 1.54 times the 20-day average, and the recent 7-day volatility has recorded +40.9%.
04
HISTORICAL EVIDENCE
Similar Past Cases
The stock has shown a price reaction pattern of +1.4% on 2026-07-22, -4.9% on 2026-07-14, -4.9% on 2026-07-14, and +2.7% on 2026-07-09 in its historical data.
Reviewing Prediction vs. Actual Result
Based on the strong positive factors of the Q2 earnings announcement and upward guidance, we entered with a target return of 4.5%. However, the actual result recorded a 21.0% increase, resulting in an OVERHIT designation. At the time of entry, trading volume was 1.54 times the 20-day average, and the recent 7-day volatility reached +40.9%, confirming the formation of strong momentum. However, we were unable to fully capture the explosive buying momentum in the market, which was significantly larger than expected, linked to Needham's revenue forecast of over $1 billion, and remained at a conservative target price setting.
What to Watch in the Next Analysis
In this trading scenario, where strong positive factors accompany increased trading volume and short-term volatility is maximized, I will reflect the flexibility to keep the trend's sustainability open in the next trading strategy, rather than being confined to simple technical indicators or conservative profit-taking criteria.
05
V13 VERIFICATION
V13 Worker auto-verifiedChart Verification
Initial ChartAt Analysis · 2026-08-14
$124.22Verification ChartVerification · 2026-08-14 21:15:44
21.0%Investment Reference NoticeThis report is a record of past AI analysis being verified — it does not solicit buying or selling any specific stock. All investment decisions and responsibility rest with the user.