This page documents how SearchEngineU selects products to review, how we test them, how we handle conflicts of interest, and how we correct mistakes.
Reviewer credentials
Reviews are written by Marcus Hale, who spent twelve years in cybersecurity at the Federal Reserve and now works as a freelance tech and finance analyst. Marcus tests every tool he reviews hands-on before writing about it. Outside experts are cited when a review touches an area beyond his direct expertise.
How we pick what to review
Three filters, in order:
- Search demand. We cover tools that people are actively researching — verified through Search Console, keyword research, and Reddit/Twitter signals. No vanity reviews of tools nobody cares about.
- Our audience’s real needs. Freelancers, side-hustlers, and small remote teams. If a tool is built for Fortune 500 enterprise, it’s not our beat.
- Whether we can test it honestly. If a tool is too expensive or too restricted to try ourselves, we either skip it or clearly label the review as “analysis based on public data” — not first-hand testing.
We do not select products based on affiliate commission size or promotional offers.
How we test
Every commercial review includes at least three of the following:
- First-hand testing. We run the tool on a real project for a minimum of 30 days before publishing a verdict on it.
- Original data or scoring. Each review uses a custom scoring methodology with criteria published on the review itself.
- Expert citations. Direct quotes from HARO, Connectively, or our own outreach when the topic benefits from an external perspective.
- Specific, actionable next steps — not generic “it depends” filler.
- Unique angles. First-person context, benchmarks we ran ourselves, or contrarian takes where the consensus is wrong.
Testing artifacts (screenshots, setup notes, benchmark data) are retained in case we need to back up a claim.
Affiliate relationships
Some links on SearchEngineU are affiliate links. When a reader buys through one, we earn a commission at no additional cost to the reader. We disclose this at the top of every article that contains affiliate links and on our affiliate disclosure page.
What affiliate relationships do not do:
- They do not change our ranking order. Our “#1 pick” is the one we would recommend to a friend, not the one with the highest commission.
- They do not buy favorable mentions. We regularly write negative assessments of products we have affiliate relationships with.
- They do not expire our honesty. When a tool we previously recommended degrades, we update the review — even when it means recommending a competitor.
Corrections
Mistakes happen. When they do:
- Factual errors are corrected inline with a dated note at the bottom of the article (“Corrected 2026-05-01: Jasper’s free tier was misstated as 10,000 words; the actual limit is 2,000.”).
- Outdated recommendations — for instance, when a tool we previously recommended raises prices or drops a feature — trigger a full review update and a dated changelog at the article footer.
- Disclosed-relationship errors (we missed a disclosure) are treated as serious and fixed immediately.
To report an error, email corrections@searchengineu.com.
Sponsored content
We do not publish sponsored content disguised as editorial. If a post is sponsored, it will be clearly labeled “Sponsored” at the top, will not appear in our topical hub pages, and will not be indexed as editorial in our newsletter.
AI-assisted writing
Some of our drafts use AI tools to speed up research synthesis and outline generation. Every published article is then edited, fact-checked, and shaped by Marcus Hale into the final voice. We do not publish unedited AI output.
Last reviewed
This editorial policy is reviewed quarterly. Most recent review: April 2026.