Point-in-time consumer demand. 527 tickers. Full data back to Jan 2021.
Weekly cadence. Delivered by API, file, or warehouse share.
The dataset, specified.
One request. Full point-in-time history, five companies.
A diverse five-company ticker set. A call usually comes first — it isn't required.
Demand moved first. Every time.
Five closed positions. In each, our consumer-demand line turned up months before the stock price did.
Price line: approximate monthly closes. Demand line illustrative. Past performance does not guarantee future results. Not investment advice.
Late 2024: nuclear and data-center power searches surge across Google, Reddit, and X. OKLO hasn't moved.
Heat Score 79 against a $25 stock price. Demand running hot; price still asleep.
Bought Apr 28, 2025 at $24.98; sold half Sep 24 at $140.22. Result +461%.
Peer-reviewed in the Journal of Accounting Research.
Third, the finding that product information on Twitter captures an unexpected component of sales growth relative to that provided by professionals in the capital markets, such as analysts, is economically important because it works to the advantage of individual investors.
Wisdom of Crowds: Cross-Sectional Variation in the Informativeness of Third-Party-Generated Product Information on Twitter — Journal of Accounting Research 56(3), 989–1034, 2018
Read the study→Fast Company — Most Innovative Companies
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- No personal data — every signal is aggregated to company or brand level.
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Full point-in-time history for a diverse five-company set. We reply within 1 business day.