How I Built an AI That Reads 10,000+ News Every Morning for Investors’ Portfolio

Imagine waking up, sipping your morning coffee, and having the perfect news summary tailored to your stock portfolio waiting in your inbox. No scrolling, no doomscrolling, no “Why am I even reading this?” moments — just exactly what you need to make smarter investment decisions.

Sounds too good to be true? Well, it’s real. I built it. And I’m here to tell you how a college student obsessed with computer science and finance created DinoDigest NewsGPT, the world’s first AI-powered, customizable newsletter for stock investors.

The Problem: Information Overload Meets Analysis Paralysis

As an investor, I always found it daunting to sift through countless news articles every morning. Some were clickbait, some were irrelevant, and only a handful were genuinely insightful.

But here’s the kicker: buried in those 10,000+ articles were critical pieces of information that could make or break an investment decision.

How do you find the needle in a haystack without losing hours of your day? That question kept bugging me.

The Solution: DinoDigest NewsGPT 🦖💡

After months of brainstorming, coding, and testing, I built DinoDigest NewsGPT. Here’s what it does:

  • Reads 10,000+ News Daily: Every morning, it scans articles from 50+ trusted sources.
  • Stock-Specific Summaries: Using your watchlist, NewsGPT selects only the news impacting your portfolio.
  • Daily Delivery: Summaries land in your inbox every morning — concise, relevant, and actionable.
  • Extra Features: It doesn’t stop at news! Macroeconomic updates, weekly expert analysis, and detailed due diligence (DD) reports round out the experience.

And yes, it’s FREE.

Why It Works: The Secret Sauce

The magic lies in the AI. DinoDigest uses a combination of Natural Language Processing (NLP), sentiment analysis, and financial modeling. Here’s a sneak peek into the process:

  1. Source Curation: The AI pulls from reputable sources like Bloomberg, Reuters, and CNBC to ensure credibility.
  2. Sentiment Filtering: It identifies if news is positive, negative, or neutral for each stock.
  3. Impact Analysis: Not all news matters. The AI evaluates relevance based on company fundamentals, stock performance metrics, and macroeconomic conditions.

This isn’t just another news aggregator — it’s your personal financial assistant that cuts out the noise.

Here’s an example of what a daily newsletter looks like:

Our AI doesn’t just pick up news explicitly related to a company — it identifies anything that could potentially impact the company. For example, if you’re tracking Simon Property Group (Ticker: SPG), the newsletter won’t just highlight their earnings report. It will also flag developments like LVMH’s acquisition of a stake in luxury outlet properties, which could heighten competition in the high-end retail space, directly influencing SPG’s tenant strategy. Or macroeconomic trends like anticipated Federal Reserve rate cuts, which may improve REIT performance sector-wide, boosting SPG’s valuation.

By connecting the dots, DinoDigest equips you with a broader perspective — giving you insights you didn’t even realize you needed.

Why Investors Love It ❤️

In just a few months, DinoDigest has grown to serve 6,000+ investors daily. Here’s what users say:

  • “I stopped wasting hours scrolling through news feeds. Now I get the insights I need in 5 minutes.”
  • “The weekly DD reports are pure gold. They’ve helped me refine my strategy significantly.”
  • “It’s like having a Bloomberg terminal without the crazy price tag!”

How I Built It (and How You Can Too!)

Building DinoDigest was a wild ride. As a college student, juggling classes, coding marathons, and late-night debugging sessions wasn’t easy. But here’s the roadmap I followed:

  1. Identify the Pain Point: I started with a simple question: What’s the biggest frustration for retail stock investors? — Information Overload!
  2. Learn the Tools: I dove deep into Python, machine learning libraries, and APIs for news scraping.
  3. Iterate and Improve: Early versions were clunky. The AI misunderstood context, sent irrelevant articles, and crashed often. Feedback from beta testers was invaluable.
  4. Launch and Grow: Once the newsletter was stable, I launched it, shared it on Reddit, Twitter, and investing forums, and the community response was overwhelming.

What’s Next for DinoDigest?

The vision doesn’t stop here. I’m working on:

  • Real-Time Alerts: Get notified the moment market-moving news breaks.
  • AI-Powered Stock Recommendations: Based on your portfolio and risk appetite.
  • Mobile App: For instant access on the go.

Join the Ride!

If you’re an investor tired of sifting through irrelevant news or just want an edge in the market, give DinoDigest NewsGPT a try. It’s free, it’s smart, and it’s here to simplify your investing journey.

Wanna join 6,000+ savvy investors and start receiving your personalized 5-minute digest by tomorrow morning?

👉 Check it out at www.dinodigest.news

Have questions? Curious about how it all works? Drop a comment or reach out — I’d love to chat!

Thanks for reading, and here’s to smarter investing! 🚀


Thank you for reading.

This blog is written by JJLIN. If you like my writing, please subscribe to follow up with future blogs. See you next time.

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