01Chapter
Use cases · what you can build
One clean dataset. A hundred things to build.
Standardized financials are the raw material. Here's what people ship on top — whether they write a line of code or just ask their AI.
Apps & dashboards
Investor dashboards, screener tools and internal analytics — clean JSON, no XBRL to parse.
REST API →AI agents & copilots
Let Claude, Cursor or ChatGPT pull real filings on demand. Build research agents that cite the source.
MCP server →Quant & backtesting
Point-in-time history with every filing date attached — backtests that don’t leak the future.
Docs →Screeners
Filter all 19,000+ filers by any metric with gt / lt / eq — find the companies that match.
Screener →Spreadsheets & notebooks
Pull standardized financials straight into Sheets, Excel or a Jupyter notebook.
Docs →Research & monitoring
Compare peers, track new filings and watch fundamentals across ten years of history.
Companies →SEC EDGAROne clean dataset — a hundred things to build on top.
02Chapter
The hardest part · we standardize it
Every company files differently. We make it all one clean format.
Apple, Tesla, even a tiny micro-cap each invent their own name for the same number — like 'revenue'. We map all 5,247 variants onto one consistent schema, so you get the same clean field for every one of the 19,000+ filers and never write a special case.
Input · from SEC
Raw XBRL tags
5,247 variants across 19,000+ filers
Our job
Normalization
Hover a concept to trace it
Output · what you call
Canonical concepts
100+ fields, one schema
Raw XBRL tags
5,247
seen across filings
Canonical concepts
100+
one schema
Coverage
99.8%
of US filers' line items
Manual review
every quarter
when new tags appear
SEC EDGARHover any concept to trace every raw tag that maps to it.
04Chapter
Pricing · free now
Free while we're in beta.
Free during beta — including commercial use. When paid plans launch (October 2026), your account moves to a permanent free tier: S&P 500, 100 req/day, non-commercial. No card, no charge. Commercial use after beta needs a paid plan — the four tiers differ mainly in rate limit and history depth.
FREE NOW
Free
$0
beta — until Oct 2026
- ━500 req/min
- ━19,000+ US filers
- ━10 years history
- ━Commercial use — free in beta
- ━API + MCP access
Oct 2026
Hobby
$9
per month
- ━500 req/min
- ━19,000+ US filers
- ━10 years history
- ━Full commercial use
Available Oct 2026
Oct 2026
Pro
$29
per month
- ━2,000 req/min
- ━19,000+ US filers
- ━Full history
- ━Full commercial use
Available Oct 2026
Oct 2026
Business
$99
per month
- ━5,000 req/min
- ━19,000+ US filers
- ━Full history
- ━Full commercial use
- ━White-label (no attribution)
- ━Priority support
Available Oct 2026
No card required · paid plans launch October 2026 · license & attribution details
SEC EDGARFree until October 2026. No credit card.