Our standard, in one sentence
Every article has to pass one test before it goes live: would a thoughtful reader share this with a friend? If the honest answer is "it's fine," we don't publish it. "Fine" is the enemy of useful.
What we publish
We cover money, work, tools, and performance — the systems that compound into a richer life. Every piece must offer something genuine: a number you didn't know, a framework that changes how you think about a decision, or a step you can act on this week. If an article could appear unchanged on twenty other sites, we don't run it.
Our voice
We write like a smart friend who happens to be an expert — direct, confident, never arrogant. We use "you" constantly. We use contractions. We take stances ("this is the better choice" beats "there are several options to consider"). When the honest answer is uncertainty, we say so and tell you how to prepare either way. Occasional dry humor is fine. Hustle culture and finance-bro posturing are not.
Accuracy and sources
Every claim has to be defensible against an adversarial reader. We cite primary sources by name and date, not vague references:
- FRED — Federal Reserve Economic Data for interest rates, inflation, employment, GDP
- BLS — Bureau of Labor Statistics for wages, CPI, occupational data
- IRS — for tax brackets, contribution limits, filing rules (we maintain a single internal source of truth that's updated annually from IRS notices)
- SEC / EDGAR — for company filings, fund expense ratios, prospectuses
- SSA, CDC, Census — for benefits, health statistics, and demographic data
- Peer-reviewed research — for any health or behavioral claim, with study type noted (RCT, meta-analysis, observational)
If a number can't be verified against a primary source, we don't publish it. Every article ends with a Sources section linking to the underlying data.
Fact-checking process
Every article on financial, health, tax, or retirement topics (YMYL — "your money, your life") passes through a multi-layer verification system before publication:
Layer 1 — Quantitative verification. Numerical claims are checked against authoritative sources: FRED for interest rates and economic data, BLS for labor and wage data, IRS publications for tax brackets and contribution limits, peer-reviewed research for health claims, and SEC filings for company financials.
Layer 2 — Adversarial fact-checking. Claims, dates, and named entities are cross-referenced against current open-web sources to surface contradicting evidence, stale figures, or unsupported assertions. Articles that fail this check are returned to editing.
Quality gate. Every article is scored on specificity, defensibility, voice, and structural completeness. Articles that don't clear the threshold are held for revision rather than published.
False-precision standard. We avoid presenting unverifiable statistics as fact. If we cite a specific number, it comes from an authoritative source we name. When a claim is widely accepted but precise figures aren't available, we use ranges or qualitative language rather than inventing precision.
We're continuing to expand these systems to additional content types and to implement scheduled post-publish audits as our editorial infrastructure matures.
The first-person ban
Canopy Press is a publication, not a person. We never claim personal experience we don't have. No "I tested this," no "in our hands-on testing," no fabricated anecdotes. When we evaluate products, we say so honestly: "based on published specs," "per verified user reviews," "according to manufacturer data." The brand "we" is fine; the personal "I" is not.
AI disclosure
We use AI-assisted research and writing tools as part of our production process. Every article is reviewed against these standards, fact-checked, and overseen by the editor before publication. The tools that touch a draft don't change the standard the draft has to meet — accuracy, specificity, and usefulness are what the reader actually needs, and those are non-negotiable.
Independence and affiliate links
Our editorial decisions are never influenced by affiliate relationships. We choose topics based on what's genuinely useful, and we recommend products based on data and user outcomes — not commission rates. Some articles contain affiliate links, marked with rel="nofollow sponsored" per FTC guidelines. See our Affiliate Disclosure and evaluation methodology for the full picture.
Corrections
If we get something wrong, we fix it in place and note the correction. Email [email protected] if you spot an error. We aim to verify and correct within 5 business days. We never quietly delete or unpublish content — we fix it.
How Canopy Press Is Produced
Canopy Press is a methodology-driven, human-overseen publication. Articles are produced by an editorial pipeline that drafts from verified data sources (IRS notices, FRED, BLS, Census, peer-reviewed research), then passes every piece through layered quality gates: structural completeness checks, an adversarial fact-check that verifies claims against official APIs and live web sources, and an independent editorial review that scores accuracy, sourcing, and usefulness before anything publishes. Pieces that fail those gates are revised or rejected — a meaningful share never publishes at all.
Our Data & Research assets are held to a stricter bar: every published figure must reproduce deterministically from snapshotted official data before publication, and each asset ships with a public methodology page ("How we built this data") covering the metric, sources, limitations, and the verification values needed to reproduce every number. Dated changes are recorded in the research changelog; the dates shown on research pages are tied to actual publication and correction events, never cosmetic.
Accountability: John Fox, Founder & Head of Research, is the accountable human behind Canopy Press — responsible for the data methodology, the editorial standards on this page, and the quality gates described above. Articles carry the collective Canopy Press Editorial byline because they are the product of that supervised process rather than an individual writer. Press inquiries and corrections reach a real person: [email protected].