Avast ye!

Clear the deck and listen up.

There is a sickness that plagues every new investor. I call it the “Trader’s Trap.”

It starts innocently enough. You buy a little Bitcoin. You pick up a few shares of NVIDIA. And suddenly, you find yourself waking up at 3:00 AM to check a chart on your phone. You spend hours doomscrolling Twitter (X), reading rumors about interest rates, looking at lines that go up and down, and convincing yourself that this is “work.”

It isn’t work. It is anxiety disguised as productivity.

If you are staring at charts for four hours a day but only making two trades a month, you aren’t a trader. You are a gambling addict with a Bloomberg subscription.

The most successful captains I know don’t watch the ocean every second. They have a lookout in the crow’s nest. They look at the report once, set their course, and go back to running the ship.

In 2026, you don’t need to hire a lookout. You can build one.

Today, I am going to show you how to automate stock market research so you can digest 24 hours of global financial news in exactly 5 minutes. No noise. No hype. Just the signal you need to make money, before your morning coffee even finishes brewing.


The Problem: Drowning in Noise

The financial world is designed to keep you confused. CNBC, Twitter, and Reddit earn money by keeping your eyeballs glued to the screen. They want you to panic. They want you to feel FOMO.

If you try to drink from this firehose manually, you will drown. You will sell good assets because of a scary headline, and you will buy garbage assets because of a hype tweet.

To survive, you need a System.

You need a filter that blocks 99% of the noise and only lets the 1% of critical data through. This isn’t about having “more” information than the other guy. It is about having better information, faster.

đź’ˇPersonal Note: Two years ago, I burned out. I was checking crypto prices every 15 minutes. My cortisol was through the roof, and my returns were negative. I realized that my best trades happened when I did less research, not more. I built this dashboard to force myself to look at the market only once a day. My stress went down, and ironically, my profits went up.

For a deeper dive into why “news watching” kills returns, I highly recommend reading Nassim Taleb’s thoughts on “Noise vs Signal”. He explains mathematically why checking your portfolio daily increases your probability of seeing a loss, purely due to variance.


Step 1: Define Your Watchlist (The “Top 5” Rule)

The first step to automate stock market research is to stop trying to watch everything.

You are not a Hedge Fund. You do not need to know what the Japanese Yen is doing against the Swiss Franc unless you are actively trading forex. You do not need to know what a random penny stock is doing unless you own it.

The Rule: You are allowed to watch 5 Assets.

That’s it.

  • Asset 1: The Market Anchor (e.g., S&P 500 / SPY).
  • Asset 2: Your High-Conviction Tech Play (e.g., NVIDIA / TSLA).
  • Asset 3: Your Crypto Anchor (e.g., Bitcoin / BTC).
  • Asset 4: Your Speculative Play (e.g., Solana / SOL).
  • Asset 5: Your Macro Indicator (e.g., 10-Year Treasury Yield or VIX).

If you try to track 50 stocks, your AI dashboard will turn into a messy newspaper that takes an hour to read. We want a briefing, not a novel.

By narrowing your focus, you deepen your understanding. You will learn the specific personality of these 5 assets. You will know that when the 10-Year Yield goes up, your Tech Play usually goes down. That is an edge. “Knowing a little about everything” is not an edge; it is trivia.

đź’ˇPersonal Note: My current Top 5: Bitcoin (The King), Ethereum (The Computer), Coinbase (The Proxy), QQQ (The Tech Sector), and The Dollar Index (DXY). If I know what those five are doing, I know enough to navigate the entire day. Everything else is just waves hitting the hull.

This philosophy of “circle of competence” comes straight from Warren Buffett. Investopedia’s guide on Buffett’s strategy breaks down why sticking to what you know beats chasing the “hot new thing” every time.


Step 2: Set Up the “Collector” (Perplexity Collections)

Now that we have our targets, we need to build the net.

We are going to use Perplexity (which we reviewed on Monday) because it is the best tool for aggregating real-time news without hallucinating. We are going to use a feature called “Collections.”

Think of a “Collection” as a custom newspaper that writes itself.

The Setup:

  1. Open Perplexity: Log in to your account.
  2. Create a New Collection: Name it “Daily Market Brief.”
  3. The “System Prompt”: This is the secret sauce. In the collection settings, you can give it a “Custom Instruction” that applies to every search you do within that collection.

Copy/Paste this into the AI Prompt Instructions:

“You are an elite financial analyst for a hedge fund. Your job is to provide concise, factual updates.
For every query I ask, scan the last 24 hours of news from Bloomberg, CoinDesk, Reuters, and verified X (Twitter) accounts.
Structure your answer as:

  1. The Headline: One sentence summarizing the biggest event.
  2. The ‘Why’: Explain why the price moved (link to specific sources).
  3. The Sentiment: Rate the sentiment from 1 (Extreme Fear) to 10 (Extreme Greed).
  4. Key Counter-Narrative: What is the opposing view?
    DO NOT give financial advice. DO NOT be vague. Use bullet points.”

Now, whenever you type “Bitcoin” into this collection, it won’t give you a generic Wikipedia definition. It will run that specific “Analyst” script against the live internet.

Why this works:
Most people use AI like a chat bot. They type “What’s up with stocks?” and get a garbage answer. By “programming” the Collection with a strict persona, you force the AI to act like a professional. You are standardizing the output.

This is how you automate stock market research—by front-loading the logic so you don’t have to think about the prompt every morning. You just type the ticker symbol.

đź’ˇPersonal Note: I have my Perplexity “Daily Market Brief” collection bookmarked on my browser toolbar. I click it, type “BTC,” “NVDA,” “SOL,” and within 30 seconds, I have three distinct reports. It feels like walking into a command center where my lieutenants are waiting to brief me.

If you are new to prompt engineering for finance, OpenAI’s prompt examples for financial analysis are a great resource to see how adding constraints improves the quality of the output.

But wait, Captain, I hear you asking. “Typing 5 ticker symbols is still manual work. Can’t we make it even faster?”

Aye, we can. This brings us to the Master Prompt—the single block of text that triggers the entire briefing in one click.

For those interested in the psychology of “System vs Goals,” I highly recommend James Clear’s Atomic Habits, specifically the chapter on environment design. We are essentially designing a digital environment that makes “being informed” the path of least resistance.

Also, don’t forget to check out our comparison of these tools in FinChat.io vs. Perplexity Finance vs. ChatGPT Team to ensure you are using the right engine for this machine.

Step 3: The “Master Prompt” (One Click to Rule Them All)

A tablet showing an automated AI market research dashboard next to a cup of coffee.
The 5-Minute Morning: Automating market research with AI.

We have our Collection. Now we need the “Nuclear Launch Code.”

Instead of typing “BTC,” then “NVDA,” then “SPY,” we are going to create a single Master Prompt that you paste once. This utilizes the large context window of modern AI models to give you a holistic view of the market.

Save this text in a Notion note or a text file on your desktop:

“Good morning. Please run the ‘Daily Market Brief’ protocol for my Watchlist:

  1. Bitcoin (BTC)
  2. Ethereum (ETH)
  3. NVIDIA (NVDA)
  4. S&P 500 (SPY)
  5. 10-Year Treasury Yield (TNX)

For each asset, provide the 24-hour sentiment score (1-10) and the single most important news driver.
Then, look for CORRELATIONS. Did the 10-Year Yield spike cause the drop in Bitcoin? Did NVIDIA’s earnings lift the S&P 500? Connect the dots for me.
Finally, list 3 ‘Red Flags’ I should be aware of today (e.g., upcoming Fed speeches, earnings releases, or major liquidations).”

The Magic of “Correlation”:
The second part of that prompt is the most valuable. Most traders see assets in isolation. The AI sees the invisible web connecting them. If it tells you, “Bitcoin is down because the 10-Year Yield spiked,” you instantly know that it’s a macro day, not a crypto-specific crash. That insight saves you from panic selling.

đź’ˇPersonal Note: I use a text expander tool (like Raycast or TextExpander). I just type ;market and it automatically pastes that entire paragraph into Perplexity. It takes 0.5 seconds. Friction is the enemy of consistency.

If you want to understand why these macro correlations matter, Lyn Alden’s newsletter is the gold standard for explaining how global liquidity affects your tech stocks and crypto bags.


Step 4: The Routine (The 15-Minute Window)

You have the tools. Now you need the discipline.

The goal of this system is to free up your day, not fill it. Here is the strict Captain’s Protocol I follow every morning.

07:00 AM: Pour coffee.
07:05 AM: Open Perplexity. Paste the Master Prompt.
07:06 AM: Read the report.

  • Is the Sentiment above 8? (Too greedy. Look to take profits).
  • Is the Sentiment below 3? (Too fearful. Look for buying opportunities).
  • Are there Red Flags? (If Jerome Powell is speaking at 2 PM, I know not to trade until 2:30 PM).
    07:15 AM: CLOSE THE TAB.

This is the most important step. Once you have the information, close the browser. Do not click the sources. Do not go to Twitter to see what people are arguing about.

You have the signal. Trust the signal.

By limiting your “input” time to 15 minutes, you prevent “Analysis Paralysis.” You start your day with a clear plan, and you execute it without emotion.

đź’ˇPersonal Note: When I started doing this, I felt “naked.” I felt like I was missing out. But after a week, I realized I hadn’t missed anything important. I missed the drama, yes. But I caught every major move. The FOMO fades; the clarity stays.

For tips on building this kind of mental discipline, The Trading Psychology guide by Dr. Brett Steenbarger is essential reading. He argues that “information diet” is just as important as your physical diet for performance.


Conclusion: Information is Cheap. Clarity is Expensive.

In 2026, information is free. You can drown in it for $0.

Clarity? Clarity is the most expensive commodity on Earth. The ability to look at a chaotic world and say, “I know exactly what is happening, and I know exactly what I am going to do” is what separates the Captains from the deckhands.

This system gives you clarity.

It costs you $20/month for the tool and 5 minutes of your time. In exchange, it gives you your life back.

Your Action Plan:

  1. Pick your Top 5 Assets.
  2. Create your Perplexity Collection.
  3. Save your Master Prompt.
  4. Tomorrow morning, try the 15-minute routine.

The market will always be noisy. Your mind doesn’t have to be.

Now, finish your coffee. We have work to do.

đź”— Related posts:

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