Trust Is Earned, Not Claimed
We are a young, independent publisher in a space where bad advice has real costs. Rather than ask you to take our word for it, we document our process so you can judge it.
Six Editorial Standards
Every page on this site is held to these six standards, from a 50-word FAQ answer to a full state salary report.
01
Primary sources only
Every number we publish — salaries, license requirements, certification rules, tuition — is traced to a primary source: the Bureau of Labor Statistics, the EPA, IPEDS/NCES, or a state licensing board. We do not repeat figures we cannot trace back to their origin.
02
No unverifiable outcome claims
We deliberately do not publish graduation rates, job-placement percentages, or acceptance rates that we cannot tie to a primary reference with a retrieval date. Unsourced outcome numbers are the single fastest way to mislead a prospective student, so they stay off the page until they are sourced.
03
Independence from advertisers
Our rankings and match scores are calculated algorithmically from objective data. A school cannot buy a higher position, and affiliate status is not an input to any score. Where we earn a commission, we disclose it on the page.
04
Human verification of every published page
We use AI tools to help draft and structure content, but nothing publishes automatically. A human editor verifies claims against sources, checks the figures, and approves each page before it goes live. Drafts that fail verification are not published.
05
Scheduled re-review
Content is not "set and forget." Salary data is refreshed against each new BLS OEWS release, state licensing pages are reviewed annually against official board publications, and school data is reviewed quarterly. Pages carry the date they were last reviewed.
06
Corrections are welcome and prompt
When we get something wrong, we fix it and say so. Anyone — a student, a school administrator, or a reader — can flag an error, and we act on documented corrections quickly.
Our Review Process
Nothing on HVACSchoolGuide.com publishes itself. Here is the path every page takes.
1. Research
We gather the relevant primary sources — BLS wage tables, EPA 608 rules, IPEDS records, the state board's own publications — before writing a word.
2. Draft
We draft the page, using AI tools to help structure and speed the work. Every figure is tagged with the source it came from.
3. Verify
A human editor checks each claim against its source, removes anything unverifiable, and confirms the page meets all six standards. This gate is required — it cannot be skipped.
4. Publish & date
Approved pages go live with a last-reviewed date and links back to the sources and methodology behind them.
5. Re-review
Pages return to the queue on a schedule — quarterly for school data, annually for licensing, and on each new BLS release for salary data.
6. Correct
Reader-flagged errors jump the queue. Documented corrections are made promptly and noted on the page.
Sources & Independence
Our standards are backed by two companion pages you can inspect directly.
The receipts
Our ranking methodology lists every data source we use, what we pull from each, and how our 6-factor score is calculated — schools cannot pay to move up. Our affiliate disclosure explains exactly how we make money and why it does not affect what we publish. If you find an error, our corrections page tells you how to report it.
Editorial Questions
Common questions about how our content is made and maintained.
Who writes and reviews the content on HVACSchoolGuide.com?
HVACSchoolGuide.com is independently owned and operated, and its content is produced and edited by the HVACSchoolGuide editorial team. Every page is drafted against primary sources and verified by a human editor before publication. We are actively working to add credentialed HVAC reviewers (EPA 608, NATE, and state-licensed professionals) to specific technical pages; when a subject-matter expert reviews a page, we name them and their credentials in the byline. We will never attach a fabricated expert or credential to a page — an honest organizational byline is better than an invented one.
Do you use AI to write articles?
We use AI tools to help research and draft content, the same way a writer uses reference material. But AI output never publishes on its own. A human editor verifies every claim against its source, corrects errors, and approves the page. If a draft cannot be verified, it does not go live.
How is your content kept accurate over time?
Each type of data has a review cadence: BLS salary data is refreshed with each new OEWS release, state licensing requirements are reviewed annually against official state board publications, and school and program data is reviewed quarterly. Pages display when they were last reviewed so you know how current the information is.
Does an advertiser relationship change what you publish?
No. Editorial content, rankings, and match scores are produced independently of any affiliate relationship. Schools cannot pay to rank higher or to change what a guide says. Where a page contains affiliate links, we disclose it. See our full affiliate disclosure for details.
How do I report an error?
Use our corrections page or contact us directly. If you can point us to the correct primary source, we will review and update the page — usually within a few business days — and note the correction.
Data You Can
Actually Trace.
Read how we rank programs, or browse the schools our data-driven algorithm surfaces — every figure sourced, every ranking independent.