The Trade Economy Index · 2026 Edition

Data & downloads

The whole index is machine-readable and static. Every file below is plain JSON, versioned with the 2026 edition, and free to cite with attribution. Numbers carry a source; aggregates never identify an individual company.

Core files

FileWhat it contains
index.jsonIndex summary: name, trade count, comp count, file manifest.
trades.jsonAll trades with scores, quadrant, reputation and firmographic summary fields.
methodology.jsonFull scoring model: axes, weighted sub-scores, quadrants, provenance.
comps.jsonPublic-company validators: returns, margins, EV/EBITDA, market cap.
reputation.jsonPer-trade reputation & professionalization aggregates from public review listings.
firmographics.jsonPer-trade company size, revenue, age, and employer-rating distributions.
level-benchmarks.jsonLevel CFO aggregate operating benchmarks (margin, collections, quote conversion, billing speed).

Per-trade files

One full data object per trade: scores, sub-scores, research (labor, market, economics, cash cycle, AI exposure, consolidation, tech stack), market structure, reputation, firmographics, Level CFO benchmarks, and comps. Path pattern: /data/trades/<slug>.json

TradeFile
HVAC & Refrigerationtrades/hvac.json
Plumbingtrades/plumbing.json
Electricaltrades/electrical.json
Roofingtrades/roofing.json
Glass & Glazingtrades/glass-glazing.json
Doors & Accesstrades/doors-access.json
Landscaping & Groundstrades/landscaping.json
Commercial Cleaning & Janitorialtrades/commercial-cleaning.json
Painting & Wall Finishingtrades/painting.json
Concrete & Masonrytrades/concrete-masonry.json
Fire & Life Safetytrades/fire-life-safety.json
Low-Voltage & Securitytrades/low-voltage-security.json
Restoration & Remediationtrades/restoration.json

License & citation

Free to cite and reuse with attribution. Suggested citation:

The Trade Economy Index, 2026 Edition. Compiled by Sam Yang, Level CFO. tradesindex.org.

Level CFO aggregate operating benchmarks are published under CC BY 4.0 (last updated 2026-07-20). Public-source figures retain their original source and URL in each file.

Machine agents: see /llms.txt for a structured guide to this dataset.