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Duothemes
Thematic research & alt data for independent investors
Duodecimal turns market narratives into structured investment themes. Discover emerging themes, track where they are in their lifecycle, explore the stocks behind them, and use data-driven signals to separate lasting trends from market noise.
🚀 Introducing Duothemes: Thematic Research and Alt Data for Independent Investors
Have you ever spotted a thesis gaining momentum in US stocks, but you’re not sure which companies are part of it?
Or a stock suddenly takes off, and you can’t tell which sector is pulling it along?
📈 Stocks rarely move alone. News, industry trends, and capital flows often move a whole group. Instead of chasing the gainers list, look for themes gaining traction—and companies worth researching.
Meet Duothemes, a website built for US equity theme research.
🤖 You might ask, with AI this capable, why not just ask it to analyze stock themes? Why use a dedicated website?
AI helps us find information, understand concepts, and explore ideas. But using that analysis for investment decisions raises three issues:
⚠️ AI can hallucinate.
🔍 AI's analytical framework is not always transparent or consistent.
⏳ AI carries look-ahead bias in backtesting.
In short, AI helps you explore ideas. Duothemes brings that exploration into a stable, verifiable, reusable data framework.
🧭 The danger is not having too few opinions. It is using different standards every time to justify them.
A consistent framework helps distinguish changes in the market from changes in your own method.
That is why I built Duothemes.
📊 Beyond themes, companies, and institutional holdings, the site includes industry-level data:
Theme lifecycle analysis
A free market overview
Financials for AI-related companies
Hyperscaler CDS spreads
GPU rental prices
AI server-component trends
Macroeconomic datasets and analytical tools
Earnings Hunter
These datasets are often hard to find together in a conventional market-data app.
🔬 They help you move beyond what the market is talking about and ask whether the underlying industry is actually improving.
If you research US stock themes but struggle with scattered information, unclear categories, or where to begin, try Duothemes.
🎁 Start with a seven-day free trial, and cancel anytime.
The goal is simple:
🔗 Connect themes, stocks, institutional holdings, and industry data in one place.
⚡ Find research leads faster.
🧠 Test your reasoning more systematically.
📡 Build a more effective investment-monitoring process of your own.
There’s still a lot I want to improve, so I’m especially interested in feedback on two things:
💡 What signals would you want before deciding a theme is becoming investable?
🧩 What would make you trust—or distrust—a platform's classification of companies into a theme?
🙏 Thanks for checking it out — and I'd genuinely love to hear how you research investment themes today.
No comment highlights available yet. Please check back later!
About Duothemes on Product Hunt
“Thematic research & alt data for independent investors”
Duothemes was submitted on Product Hunt and earned 2 upvotes and 1 comments, placing #146 on the daily leaderboard. Duodecimal turns market narratives into structured investment themes. Discover emerging themes, track where they are in their lifecycle, explore the stocks behind them, and use data-driven signals to separate lasting trends from market noise.
Duothemes was featured in Fintech (47.7k followers), Investing (26.8k followers) and Data & Analytics (5.9k followers) on Product Hunt. Together, these topics include over 33.8k products, making this a competitive space to launch in.
Who hunted Duothemes?
Duothemes was hunted by Xihan Liu. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how Duothemes stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Xihan Liu
🚀 Introducing Duothemes: Thematic Research and Alt Data for Independent Investors
Have you ever spotted a thesis gaining momentum in US stocks, but you’re not sure which companies are part of it?
Or a stock suddenly takes off, and you can’t tell which sector is pulling it along?
📈 Stocks rarely move alone. News, industry trends, and capital flows often move a whole group. Instead of chasing the gainers list, look for themes gaining traction—and companies worth researching.
Meet Duothemes, a website built for US equity theme research.
🤖 You might ask, with AI this capable, why not just ask it to analyze stock themes? Why use a dedicated website?
AI helps us find information, understand concepts, and explore ideas. But using that analysis for investment decisions raises three issues:
⚠️ AI can hallucinate.
🔍 AI's analytical framework is not always transparent or consistent.
⏳ AI carries look-ahead bias in backtesting.
In short, AI helps you explore ideas. Duothemes brings that exploration into a stable, verifiable, reusable data framework.
🧭 The danger is not having too few opinions. It is using different standards every time to justify them.
A consistent framework helps distinguish changes in the market from changes in your own method.
That is why I built Duothemes.
📊 Beyond themes, companies, and institutional holdings, the site includes industry-level data:
Theme lifecycle analysis
A free market overview
Financials for AI-related companies
Hyperscaler CDS spreads
GPU rental prices
AI server-component trends
Macroeconomic datasets and analytical tools
Earnings Hunter
These datasets are often hard to find together in a conventional market-data app.
🔬 They help you move beyond what the market is talking about and ask whether the underlying industry is actually improving.
If you research US stock themes but struggle with scattered information, unclear categories, or where to begin, try Duothemes.
🎁 Start with a seven-day free trial, and cancel anytime.
The goal is simple:
🔗 Connect themes, stocks, institutional holdings, and industry data in one place.
⚡ Find research leads faster.
🧠 Test your reasoning more systematically.
📡 Build a more effective investment-monitoring process of your own.
There’s still a lot I want to improve, so I’m especially interested in feedback on two things:
💡 What signals would you want before deciding a theme is becoming investable?
🧩 What would make you trust—or distrust—a platform's classification of companies into a theme?
🙏 Thanks for checking it out — and I'd genuinely love to hear how you research investment themes today.