We turn Main Street into a number — before Wall Street.
Consumer demand moves first. Stock prices follow. Here is the machine, in four steps.
Millions of signals a day.
Searches, purchases, app installs, social posts, web traffic — from thousands of brands, pulled in every day.
One read of real demand.
Swan AI turns the noise into a single 0–100 score for what consumers are actually doing.
The gap is the signal.
Set consumer demand against what analysts expect. Every win started in this gap.
Illustrative.
That gap is the opportunity.
A 55-point gap between demand and attention — the move before the Street reprices it.
527 companies. Thousands of brands. One signal.
Consumer trend data. Government and non-profit spending and traffic data. Social media mentions. Web and search traffic. App downloads and usage. And more — rolled into one point-in-time signal, updated weekly. Full data back to Jan 2021.
Built for two kinds of buyer.
Data integration, content distribution, screeners and alerts, scores shown to your users, or a white-label feed.
See the platform offering→Point-in-time consumer-demand data on 527 companies, delivered by REST API, file delivery, or Snowflake share.
See the fund offering→Content. Integration. Airtime.
Content distribution, daily appearances on Schwab Network, and data integration.
Trend Watch, June 2026
Inside TradeSmith
Schwab Network, Jan 2026
Peer-reviewed. Publicly tracked.
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
Andy & Landon Swan.
15years tracking what 500 million consumers actually do — before earnings, before analysts, before the price moves. Our data is licensed to top US brokerages and several of the world's largest hedge funds. We've appeared on Schwab Network, CNBC, Bloomberg, Fox Business, and Fast Company.
Building or protecting a brand? We track brand and rival demand, and build custom reports. For brands→
Request a data sample.
Full point-in-time history for a diverse 5-company set. We reply within 1 business day.