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BullBrief
About BullBrief

Stock research,
without the fog.

BullBrief is an AI-assisted stock research workspace that turns public market data, company filings, financial statements, charts, and recent headlines into concise, plain-English briefs.

10-K

SEC filing scans

3-Way

Ticker compare

6+

Research sections

Developer

CJ Thomas

BullBrief is built by CJ Thomas, a CS student focused on making dense financial research easier to scan, compare, and understand. The product blends frontend design, backend APIs, filing analysis, and AI summarization into one research flow.

How It Works

From raw data to brief

BullBrief separates collection, filtering, and explanation so the final page feels like a research dashboard instead of a pile of links.

01

Search

Ticker lookup starts with local symbol data and company metadata.

02

Gather

BullBrief pulls market data, filings, financials, charts, news, and peer context.

03

Filter

News and filings are ranked for relevance before they hit the page.

04

Brief

AI turns the raw material into readable research sections.

Data Providers

Where the brief comes from

The percentages below are estimated only for this provider mix visual. They describe a typical BullBrief research page, not a guaranteed source allocation for every ticker.

Yahoo Finance

Company profiles, real-time quotes, key ratios, market snapshot fields, live ticker bar, market movers (gainers/losers/actives), peers, executives, and fallback headlines.

32%

SEC EDGAR

Company filings used for 10-K style business drivers, filing links, fiscal-year context, and operating signals.

22%

Financial Modeling Prep

Historical financial statements, forward estimates, key ratios, and stock-news fallback.

12%

OpenAI

Plain-English summaries, analyst-style reports, peer comparison language, SWOT framing, and interpretation.

14%

NewsAPI / Finnhub / Yahoo / FMP

Recent-news candidate pools that are filtered by source quality, ticker relevance, market keywords, and recency.

10%

TradingView

Embedded price charts and stock-performance views.

6%

Local ticker datasets

Search autocomplete, ticker mapping, exchange metadata, and fast local lookup support.

4%

Research, not advice

BullBrief helps you understand companies faster.

It does not tell you what to buy or sell. Treat every brief as a starting point, then verify important details with primary sources and qualified professionals.

Read Disclaimer

BullBrief is educational research software only. It is not investment advice, a recommendation, a broker-dealer, or a registered investment adviser.