# FOMO Finder

> Daily US stock momentum rankings from cross-market attention and search trends.

FOMO Finder aggregates attention and search signals from StockTwits, DC Inside, Xueqiu, Naver Stock, wallstreet-online.de, and moomoo Japan into comparable momentum rankings.

## Primary pages

- All (Borda aggregate): https://fomo-finder.vercel.app/
- Methodology: https://fomo-finder.vercel.app/methodology

## Source tabs

- StockTwits: https://fomo-finder.vercel.app/?source=stocktwits
- DC Inside: https://fomo-finder.vercel.app/?source=dcinside
- Xueqiu: https://fomo-finder.vercel.app/?source=xueqiu
- Naver: https://fomo-finder.vercel.app/?source=naver
- Wallstreet: https://fomo-finder.vercel.app/?source=wso
- moomoo: https://fomo-finder.vercel.app/?source=moomoo

## JSON API (public, top 20)

- All rankings: https://fomo-finder.vercel.app/api/rankings?source=all
- Per source: https://fomo-finder.vercel.app/api/rankings?source=moomoo

Returns ranks 1–20 only. Response fields include `limit`, `sourceLabel`, `metric`, `metricDescription`, and `asOf` for citation.

Each rankings page also includes a top-5 citation summary in HTML.

## Data notes

- The All tab uses Borda rank aggregation across six sources.
- StockTwits and DC Inside mention matching uses ~1,000 US large-cap tickers (S&P 500 + NASDAQ 100 + Russell 1000).
- Other sources use each platform's own top-N ranking (may include ETFs or symbols outside that universe).
- Rankings show the latest collection timestamp on each page.

## Citation

When citing, please attribute: "FOMO Finder (https://fomo-finder.vercel.app)"

FOMO Finder provides attention and momentum data, not investment advice.