Why this page exists
On the About page I said I wanted to build a reliable resource — practical, trustworthy AI content that helps people make smarter decisions, rather than content written for search engines alone.
This page is the detail behind that promise. It sets out how articles here are put together, and what you can hold me to.
What this site covers
aipulseo.com focuses on practical AI knowledge:
- AI tools for small businesses
- AI news and industry updates
- Step-by-step tutorials
- Tips and productivity workflows
- Tool reviews and comparisons
- Practical, real-world use cases
This site is written for small business owners, freelancers, creators, students, and anyone who is simply curious about AI. That shapes every editorial decision on this page: if an explanation only makes sense to a developer, it isn't finished yet.
How articles are researched
Whenever possible, articles published here will be based on hands-on testing, research, and real-world use cases rather than a vendor's marketing page.
For tool reviews and comparisons, the standard is:
- Working with the tool directly, on realistic tasks, rather than restating a feature list.
- Naming the version and the date. AI tools change fast — a review is a snapshot of a moving target, so it should tell you when the snapshot was taken.
- Separating what a tool claims from what it did. Vendor claims will be labelled as vendor claims.
- Saying who a tool isn't for. A recommendation with no limits attached is an advertisement, not a review.
Where something has not been tested first-hand — because a tool is paid, invite-only, or new — the article will say so plainly instead of implying otherwise.
How comparisons are decided
In a comparison, ranking will be based on how the tools actually perform for the reader the article is written for. A tool will not move up because a company asked, and no one can buy a place in a list or a better verdict here. If money or a free account ever influences a piece, that will be disclosed in the piece itself — see the Affiliate Disclosure.
Where the honest answer is "it depends," the article will explain what it depends on rather than picking a winner for the sake of having one.
Accuracy, updates and corrections
AI tools change constantly. Pricing changes, free tiers disappear, features ship and get pulled — sometimes within weeks of an article going up.
So:
- Articles that depend on pricing or features will be dated, and reviewed when there's reason to think something has changed.
- When something is out of date, it will be updated or clearly marked, not quietly left to rot.
- When something is wrong, it gets fixed. If a correction changes the substance of an article — a verdict, a price, a factual claim — the change will be noted in the article rather than edited away silently.
If you find a mistake here, please tell me. Reporting an error is genuinely useful, and it's the fastest way to make this site better. You can reach me through the Contact page.
Sources and links
Articles will link to primary sources — the vendor's own documentation, pricing page, changelog or announcement — where a claim depends on them, so you can check the claim rather than take my word for it.
Outbound links are included because they're useful to you. Links will not be sold.
What this site will not do
- No invented test results, and no numbers presented as measurements that were not measured.
- No promises about what any AI tool will do for your traffic, your rankings, or your income. Nobody can honestly make those promises, so I won't.
- No reviews written to a conclusion someone else paid for.
- No pretending a tool is a good fit for everyone.
Related
- About — why this site exists
- Affiliate Disclosure — how this site does and doesn't make money
- Disclaimer — the limits of what you read here
- Privacy Policy — what happens to your data
- Contact — corrections, questions and suggestions
Last updated: 27 July 2026.