{MineVantage Software} Real-Time Mining Stock Social Sentiment Scoring Is Transforming Our Investment Strategy!
What if you could know exactly what the mining investment community are saying about any particular mining stock you are interested in —- in seconds? This was the question I asked myself and decided to build. Why? Because as investors, we are always looking for an edge to make our investments more profitable. The MineVantage app delivers that edge!
The Mining Investment Dilemma
Every mining investor faces the same challenge: we believe in the overarching macro thesis, but finding the right companies to invest in feels like we are navigating a minefield blindfolded.
Gold and silver are going higher. Copper demand is exploding. The energy transition needs massive amounts of critical minerals. We know the big picture story. The macro is playing out the way we believed it would.
But which mining companies will actually deliver returns? Which ones are about to break out, and which ones are heading for disappointment? These are the questions we all struggle with. I know I did.
Most of us have taken our share of losses learning this the hard way. I know I have! We've bought into compelling narratives only to watch our positions bleed red for months or longer. We've missed the big winners because we didn't know they were gaining momentum until it was too late.
Am I the only one who has experienced this? Doubtful! If you are reading this, you probably have as well.
I realized that understanding what the collective intelligence of the mining investment community is talking about in real-time is a critical data point to know. I thought this could be a missing piece to the mining stock analysis puzzle so I built it into the MineVantage app!
The Power of Social Intelligence
Obviously, we live in the social age. Ideas move at the speed of thought. I began to consciously realize that before institutional money moves, before analysts upgrade their ratings, before the financial media catches on, retail investors are already talking.
What are they saying? They're sharing research, debating prospects, and revealing sentiment shifts that often predict price movements. I wanted to capture all of this and aggregate it so I could use it as a data point in my decision making process.
The problem is that this intelligence is scattered across multiple platforms - Twitter/X, StockTwits, Reddit, and YouTube, among others. Manually tracking all these conversations for even a single stock would take hours to days. Doing it for an entire portfolio? Impossible! But what if it wasn't?
I thought about how I could capture this data to enhance my decision making process. Like you, I am on a mission after-all to make my mining investments as profitable as possible!
The MineVantage Social Sentiment Intelligence Scoring
I built the MineVantage app for my own investment process. I want to become more profitable with my mining investments. I’m sure you feel the same. Why else are we investing our hard earned dollars?
After years of missing important signals and taking unnecessary losses, I realized I needed a way to tap into the collective wisdom of the mining investment community in real-time.
The result is a system that scrapes social media conversations for any mining stock across multiple platforms in seconds, and analyzes the sentiment of each conversation using AI, and delivers an overall sentiment score with direct links to the most relevant discussions. I knew this was a perfect addition to the MineVantage app!
This feature is pretty awesome. It doesn’t just return a list of conversations, it also gives a live link to the detailed discussions taking place about the stock for me to go view. Now I can get more conversational context and even network a bit if desired.
I am really loving the MineVantage app and all of the work it does for me. Now, I just have to review the incredibly detailed work and make a decision to invest, move on, or hold, rather than first trying to go through all the scattered data points to pull them together before i can even review it. What a game-changer!
Real-Time Sentiment Analysis
I wanted a Social Media Sentiment Scoring “dial” that would provide an aggregate snapshot of the mining companies sentiment looking through the minds of the collective investing community.
It’s a quick view, if you will, into the collective feelings of the community regarding the stock I was analyzing. This quick view makes it so easy to assess this aspect of my stock research. Here is what it looks like:
The MineVantage app provides me an instant sentiment overview - in this case showing a 48% middling mixed bag sentiment for this mining stock based on recent social media posts.
We never invest in a vacuum and the Social Sentiment Scoring is no exception. That said, it is a really important data point to know and the real value is in the detailed collection across multiple social media platforms.
Multi-Platform Intelligence Gathering
Twitter/X Conversations:
The MineVantage app captures real-time discussions from financial Twitter/X, including technical analysis observations like this: "@Tickeron: $EGO Stock Eldorado Gold (EGO, $21) price moved above its 50-day Moving Average" (Bullish sentiment) - which is found in the above picture.
StockTwits Activity:
It monitors the dedicated investor community on StockTwits, capturing everything from price updates to trading sentiment like : "$NEM Newmont Price $ 62.59 (+0.8%) Trade Count: 3,253" and emotional reactions like "$GDXU $GDX $GDXJ $B $NEM I can 'ONLY' hope (some) people are listening. I don't just do this for sh*ts & giggles" (Bullish sentiment).
Reddit Discussions:
The MineVantage app dives into relevant subreddits like r/wallstreetbets to capture retail sentiment: "NEM earnings Yolo. This one's for the gold bugs" (Bearish sentiment) - giving us insight into how retail traders are positioning right now.
YouTube Content Analysis:
It even analyzes YouTube video titles and descriptions from mining-focused channels like this: "🚨 SILVER INVESTORS! 🚨 You Better LISTEN to THIS - (Gold Price News Update)" (Bullish sentiment) and earnings call coverage.
This Collective Intelligence Really Is An Advantage
The MineVantage app isn't just collecting data, it's collecting intelligence! Each conversation about the mining company we are analyzing, is scored for its sentiment (Bullish, Bearish, or Neutral) using advanced AI analysis. The system understands context, sarcasm, and the nuanced language of mining investors.
More importantly, it aggregates all this information into actionable intelligence. Instead of spending hours manually searching social platforms to acquire this data point, I’m now getting instant insight into:
• Momentum shifts before they show up in price action
• Retail sentiment trends that often predict short-term moves
• Emerging catalysts that the community is discussing
• Risk signals when sentiment is turning negative
• Opportunity identification when positive sentiment is building
Having my finger on the pulse of what the investing community feels in aggregate about a particular stock has been a huge advantage!
Let Me Be Clear
Social sentiment is just one data point. It doesn't replace fundamental analysis, technical analysis, or understanding the underlying business (which all is also delivered within the MineVantage app.
But in the context of all our other analysis, understanding the social sentiment for a particular stock has been incredibly valuable to me!
Knowing that retail investors are increasingly bullish on a stock I’ve been researching has added conviction to my buy process!
Seeing negative sentiment building around a position I hold has provided an early warning to reassess a stock I hold or am researching!
Discovering that a stock I’ve been watching is gaining social momentum might now be the catalyst for me to finally take a position!
It's been the difference between investing in isolation and investing with the collective intelligence of the mining community - right at my fingertips.
Should I Take The MineVantage App From An Internal Tool To A Community Resource?
I built the MineVantage app for my own use, and it's been incredibly valuable for my personal investment process. But the more I use it, the more I realize how much it could help other mining investors who still face the same challenges I did.
Most investors are looking for an edge to become more profitable. I know I was…. and still am.
Many investors believe in the mining thesis but often struggle with stock selection and timing. I know I did.
We’ve all taken losses that could have been avoided with better intelligence. I know I have and wished I didn’t.
We've all missed opportunities because we didn't know retail momentum was building. I know I did.
So Here’s My Question To You
After seeing how the MineVantage app is transforming the investment research process - I'm curious: would you want to deploy the MineVantage app into your investment research process?
The tool exists. It works. It's been battle-tested in real market conditions. The only question is whether there's enough interest from serious mining investors to make it available beyond my own personal use.
What do you think? Does real-time Social Sentiment Intelligence sound like the edge you've been looking for in your mining investments?
If this resonates with you, I'd love to hear your thoughts. The mining investment community is stronger when we share intelligence and insights.
Please comment below about your interest in the MineVantage app.
Best,
Gary Bohm, Founder
Metals and Miners
So you ran a back test? How many stocks, how far back and the duration. How did you quantify the results or did AI do that for you.
If it does give an investor like myself an advantage, I would very much be interested.
H Gocht
Toronto Canada
social sentiment would be really helpful when it comes time to get out of the bull run but in the early stages everyones speculating just keep up the good work and share your findings