# econmap — US economy map for agents

> An **estimate-based** map of the US economy. For each industry (2022 NAICS) or
> venture-style vertical it gives the **revenue, operating-profit, payroll,
> labor-cost, capital-forming-payroll, and employment pools**, split into
> **public SEC filers vs the inferred non-public remainder**, with compound
> growth (CAGR). Data is FY2018-FY2025 (data pulled 2026-06-16).

**Everything here is an estimate, not a reported number.** Whole-economy figures
add an inferred non-public remainder (total industry activity minus the public
companies) to the public filers. Read finance and wholesale/retail as rough
(weak revenue denominators). Public side is a ~2,475-company Russell 3000 proxy.

## How to use (no server, just fetch JSON)

All data is static JSON under `https://econmap.aryod.com/agent/`. Start with the manifest, then
fetch the pools file for the scheme/year you want.

- `https://econmap.aryod.com/agent/manifest.json` — measures, years, schemes, endpoint list.
- `https://econmap.aryod.com/agent/industries.json` — NAICS 2/3-digit codes + titles + hierarchy.
- `https://econmap.aryod.com/agent/verticals.json` — the VC-market verticals and their themes.
- `https://econmap.aryod.com/agent/pools/naics/2025.json` — pools by NAICS sector & subsector.
- `https://econmap.aryod.com/agent/pools/vc/2025.json` — pools by venture vertical & theme.

Pools files: `rows[]` each carry `key`, `level` (0 = sector/vertical, 1 =
subsector/theme), `parent`, `label`, the six pool amounts (USD), `operating_margin`,
`revenue_cagr`, `operating_profit_cagr`, and `public`/`non_public` splits of the
headline pools. Amounts are raw dollars; rates are fractions. Every file has a
`meta` block with the fiscal year, CAGR base year, and caveats — surface these;
do not present the numbers as hard facts.

## Measures
- `revenue` — Revenue (USD)
- `operating_profit` — Operating profit (est) (USD)
- `payroll` — Payroll / wages (est) (USD)
- `labor_cost` — Labor cost incl. benefits (est) (USD)
- `capital_forming_payroll` — Capital-forming payroll (est) (USD)
- `employment` — Employment / headcount (est) (count)

## Example questions you can answer
- Biggest operating-profit pools by sector, and how much is non-public?
  → `pools/naics/2025.json`, sort rows (level 0) by `operating_profit`.
- Fastest-growing venture verticals? → `pools/vc/2025.json`, sort by
  `revenue_cagr`.
- How public vs private is a sector's revenue? → a row's `public.revenue` vs
  `non_public.revenue`.
- Drill a sector into subsectors → filter `level == 1 && parent == "<sector>"`.

The interactive map for humans is at https://econmap.aryod.com.