Prediction Case File
LLYstockbullishVerified Correct

Structured market prediction extracted from social analysis, normalized by AI, enriched with validation metrics, analyst reliability, live position tracking and source-level evidence.

Felix & Friends (Goat Academy)2025-09-16T23:00:28monthlyfundamental
Live Outcome
4.66%
Performance since published
Correct
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Publish Price
๐Ÿ”’Locked
Entry captured near publish time
Current Price
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Latest tracked market price
Target Price
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Predicted objective
Invalidation
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Risk boundary
Prediction Structure

Entry, target and invalidation logic

The original analyst prediction is converted into a structured intelligence object with price mentions, normalized direction, target distance, invalidation distance and risk/reward context.

Price Mentioned by AI
๐Ÿ”’Locked
Original Analyst Trend
Bullish
AI-Detected Price Direction
Bullish
Normalized Market Direction
Bullish
Initial Target Distance
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Initial Invalidation Distance
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Risk / Reward
๐Ÿ”’Locked
Timeframe
Monthly
Live Position
4.66%
Live
Current Price
๐Ÿ”’Locked
Live Score
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Distance to Target Now
๐Ÿ”’Locked
Distance to Invalidation Now
๐Ÿ”’Locked
Price Structure Valid
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Warning
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Quality Breakdown

AI quality scoring

Each signal is scored for clarity, accuracy, actionability and overall usefulness before it contributes to intelligence metrics.

๐Ÿ”’ Premium

Quality intelligence locked

Detailed AI quality scores are part of the premium prediction case file.

Principal
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Comprehensible
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Accurate
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Actionable
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Overall
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Derived Quality
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Validation & Result

What happened after publication?

The platform tracks price movement after publication and records outcome, runup, drawdown and resolution metadata.

Published
2025-09-16T23:00:28
First Checked
-
Last Checked
-
Resolved
2025-10-01T13:30:00
Resolved At
2025-10-01T13:30:00
Resolved Candle
๐Ÿ”’Locked
Max High
๐Ÿ”’Locked
Max High At
๐Ÿ”’Locked
Min Low
๐Ÿ”’Locked
Min Low At
๐Ÿ”’Locked
Time To Result
๐Ÿ”’Locked
Result
Correct
Validation Status
Resolved
Analyst Intelligence

Who generated this prediction?

Felix & Friends (Goat Academy)
YouTube ยท @FelixFriends
Reliability
67.23
Success Rate
62.29%
Consistency
85.06
Risk Adjusted
-2.09
Avg Return
3.95%
Avg Quality
3.63
Original Social Post

Source, summary and reference

Platform
YouTube
Media Type
youtube_video
Language
-
Gemini Model
-
Processed At
-
External Post ID
JSYPHtM1M5Q
Open Original Post โ†’
AI Summary
๐Ÿ”’This intelligence block requires access.
Original Caption

Join the Live Training! Learn How to Invest at the Top of the Market: https://felixfriends.org/training Get the Full Workbook: Step-by-step worksheets, checklists, and templates to implement Lynch's system โ†’ https://felixfriends.org/peterlynch Meet Felix Prehn: I'm your host, Felix Prehn. My journey took me from being a novice investor to an investment banker, a corporate lawyer, and an entrepreneur. Investing was my key to early retirement at 40. My goal? To empower YOU to navigate the financial market with ease and transparency, free from the conventional financial system's noise. Let's embark on this journey to financial freedom together! ๏ธThis is from my lovely lawyers: The content in this video is for informational and educational purposes only. It does not constitute and should not be construed as financial or investment advice or an offer to purchase or sell securities. The content is not personalized or tailored to a specific person or group of persons, nor to their personal investment or financial needs. You should consult a financial adviser or other investment professional authorized to provide investment advice. Investing comes with risks, including the risk of loss. Presentations of trades made by Felix Prehn or Goat Academy Ltd or its personnel are not a guarantee that any investment decision made by a student will be successful. Past performance is not a guarantee of future performance. Some of the accounts we highlight from time to time are our top performing accounts and the results shown are not typical. Trades shown may be from simulated trading or live trading accounts. *CFTC RULE 4.41 โ€“ HYPOTHETICAL OR SIMULATED PERFORMANCE RESULTS HAVE CERTAIN LIMITATIONS. UNLIKE AN ACTUAL PERFORMANCE RECORD, SIMULATED RESULTS DO NOT REPRESENT ACTUAL TRADING. ALSO, SINCE THE TRADES HAVE NOT BEEN EXECUTED, THE RESULTS MAY HAVE UNDER-OR-OVER COMPENSATED FOR THE IMPACT, IF ANY, OF CERTAIN MARKET FACTORS, SUCH AS LACK OF LIQUIDITY. SIMULATED TRADING PROGRAMS IN GENERAL ARE ALSO SUBJECT TO THE FACT THAT THEY ARE DESIGNED WITH THE BENEFIT OF HINDSIGHT. NO REPRESENTATION IS BEING MADE THAT ANY ACCOUNT WILL OR IS LIKELY TO ACHIEVE PROFIT OR LOSSES SIMILAR TO THOSE SHOWN Timestamps: 00:00 Intro 00:36 The Risk Of Watering The Weeds In Your Portfolio 01:57 Starting With The Peter Lynch Rules 02:52 Buying Hanes Stock And Turning It Into A 6x Winner 03:34 Simple Suburban Observations That Built Fortune 04:18 The Committee Problem โ€“ Bureaucracy Kills Opportunities 04:56 The Career Risk Problem โ€“ Why Fund Managers Play It Safe 05:30 The Geographic Blindness Problem โ€“ Missing Walmartโ€™s 50x Growth 06:41 The Fifth Grade Explanation Test For Stock Picking 07:13 Good Example: McDonaldโ€™s Simple Business Model 07:26 Bad Example: Overcomplicated Biotech Jargon 08:02 Real Example: Dunkinโ€™ Donuts Explained Simply 09:28 Warning: Donโ€™t Extrapolate From Just One Data Point 09:49 Confirming Ideas With Real Numbers And Balance Sheets 10:08 Your Edge โ€“ Products And Services Getting Popular In Daily Life 10:45 Transition To Lynchโ€™s Six Stock Categories 11:12 Category 1 โ€“ Slow Growers (Avoid Them) 11:36 Category 2 โ€“ Stalwarts (Reliable Blue Chips) 11:51 Strategy: Buy Stalwarts On Temporary Dips And Sell On Rebounds 13:05 Category 3 โ€“ Fast Growers (20%โ€“30% Growth Winners) 13:44 Picking Fast Growers Before They Become Too Popular 14:29 Category 4 โ€“ Cyclicals (High Risk, Timing-Dependent) 15:02 Strategy: Buy Cyclicals When Hated, Sell When Loved 15:58 Category 5 โ€“ Turnarounds (Rare But Powerful) 16:11 Rule: Turnarounds Rarely Turn Around 16:56 Rule: Wait For Evidence, Not Just The Story 17:23 Category 6 โ€“ Asset Plays (Hidden Treasures) 19:00 Peter Lynchโ€™s Rule โ€“ Numbers Must Confirm The Story 20:12 The Importance Of Staying Rational When Stocks Boom 21:11 The Power Of Doing Your Own Homework 22:19 Spotting Winners Before Institutions Catch On 23:45 Rule: Donโ€™t Buy Stocks Without Clear Reasons To Hold 24:48 Outro #felixprehn #peterlynch #stockmarket

Signal Metadata

Scoring and consensus eligibility

These fields explain whether this prediction is already verified, whether it contributes to analyst scoring, and whether it is included in symbol target consensus.

Forward-Looking Signal
No
Verified Outcome
Yes
Included in Analyst Score
Yes
Included in Target Consensus
No
Public Listing Status
Listed
Status Explanation
-
Why Not Included in Score Yet
-
Target Consensus Exclusion
Not Forward Signal