Editorial methodology
Evidence before advice.
How Office Furniture Flow defines scope, selects sources, verifies claims, handles AI-assisted work, and keeps published guidance accountable.
Last reviewed August 29, 2026
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Editorial purpose
We create practical decision support for people planning commercial office furniture projects in the United States. Each page should help a reader define scope, compare realistic options, prepare for a handoff, or verify a project requirement.
Search demand may reveal a reader question, but it does not decide our conclusion. We do not publish a page merely to capture a keyword, and we do not expand beyond what the available evidence can support.
Scope before research
Before drafting, we define the reader's decision, the U.S. audience, what the page includes, and what belongs to a different product, project, trade, contract, or authority. Closely related search terms are combined when they serve the same decision instead of being turned into near-duplicate pages.
- The primary question the page must answer
- The product, project phase, and geography covered
- Important exclusions and safety boundaries
- The evidence required before the page can be published
Source hierarchy
We use the source closest to the fact. For laws, safety rules, accessibility requirements, and public programs, that normally means the responsible government body or authority. For product dimensions, compatibility, warranties, and installation instructions, it normally means documentation for the relevant manufacturer and model.
Standards organizations, peer-reviewed research, public building or lease documents, and identifiable subject-matter organizations may add context. Vendor pages, marketplace listings, and public quotes can document a current market example, but they do not by themselves prove a legal requirement, an industry-wide practice, or a typical national price. Secondary sources may help locate original evidence; when an original source is unavailable, we identify the limitation.
Claim and source records
A material claim should not be marked reviewed until it is tied to a working source note. The note should identify the exact claim, source owner, direct URL or document, publication or revision date when available, access date, geography, product or program applicability, and any important limitation.
When authoritative sources conflict, we look for differences in date, jurisdiction, model, terminology, or scope. We do not silently average conflicting numbers or select the more convenient answer. The page should state the conflict when it affects the reader's decision.
- Direct source and responsible organization
- Date, location, model, and intended audience
- What a number or policy includes and excludes
- Conflicts, unresolved questions, and review priority
Prices and market examples
A published price is labeled with its source, currency, market or service area, access date, unit, and relevant scope. We distinguish asking prices from completed transactions, gross proceeds from net recovery, and a bundled service from one line item.
A small sample of public prices is described as published examples, not a national average. ZIP-dependent, account-only, checkout-only, and quote-only information is labeled rather than estimated.
Drafting and fact-checking
Research, drafting, and verification are separate passes. A page should be marked reviewed only after its underlying sources have been reopened and its material facts, numbers, units, dates, jurisdictions, product-specific instructions, links, and uncertainty language have been checked.
We do not claim first-hand testing, professional credentials, expert review, or field experience that did not occur. Unsupported statements are removed; they are not softened into vague claims and retained.
How we use generative AI
Generative AI may assist with outlining, organizing research questions, extracting candidate facts for review, comparing approved source notes, or improving draft language. We do not treat AI output as evidence or allow it to invent citations, experience, prices, policies, service coverage, compatibility, or legal requirements.
AI output is not evidence. Material claims must be checked against the underlying sources before a page is marked reviewed. We disclose a material use of automation when that context would reasonably help readers understand how a particular work was created.
Safety, legal, and compliance boundaries
Statements about regulated work, safety, accessibility, building rules, and legal obligations require the responsible official or product source. National guidance is not presented as a substitute for state or local law, a lease, manufacturer instructions, a building's rules, or a decision by the authority having jurisdiction.
We explain project coordination and decision points, but we do not publish wire-by-wire electrical instructions or direct readers to perform work that should be handled by a licensed or otherwise qualified professional.
Independence and commercial relationships
Editorial conclusions are not sold. Advertisers, vendors, and sponsors do not receive advance approval or the right to change our conclusions. Paid material, if introduced, must be labeled clearly and kept distinguishable from independent editorial content.
Any relationship that could reasonably affect how a reader evaluates a page will be disclosed close to the relevant content.
Reviews, updates, and corrections
Review frequency follows the volatility and importance of the claim. Current prices, inventories, service policies, and local requirements need more frequent checks than stable definitions or long-standing technical documentation.
The Last reviewed date changes only after the material claims and sources have actually been checked. New information is labeled as an update; a factual error is handled as a correction. Spelling, formatting, or link maintenance that does not change meaning does not create a false freshness signal.
Amazon affiliate links
As an Amazon Associate I earn from qualifying purchases. We disclose paid product links before the shopping examples and identify Amazon as the destination.
Our current product examples are based on published specifications, not hands-on testing. We check the model and variant against the Amazon listing and manufacturer documentation, explain a relevant use case, and highlight a fit or compatibility limitation. These examples are not a comprehensive ranking of the market.
We do not copy customer reviews or star ratings, claim to have tested products we have not tested, or display unverified prices. Product fit, seller terms and current availability must be checked before ordering. Affiliate income does not control our editorial conclusions.
Affiliate information updated September 12, 2026.