How We Test the Tools We Write About

Every article on TheBizAI comes from the same testing process. This page documents it so you know what stands behind a recommendation before you trust it with your business.

What we will not do

We will not recommend a tool we have not used. We will not write a review based on the tool's marketing page. We will not link to a tool because someone paid us to. We will not omit a limitation because including it makes a recommendation feel less clean. If we cut a recommendation entirely from a draft, it is usually because the tool failed our test and there is nothing useful left to say about it.

Step 1 — Pick the test task

Before we touch a tool, we pick the specific task we want it to do — something a real small business owner would actually need. "Draft a 150-word reply to a customer who missed a delivery" is a test task. "Evaluate AI writing capability" is not. The task must produce an output we can compare against a baseline.

For tool roundups, every tool in the article gets the same test task. That is the only way side-by-side comparisons mean anything.

Step 2 — Sign up the same way you would

We sign up using the free tier first, if one exists. No business email tricks, no demo requests, no "contact sales" bypass. We want the same experience you would have. If onboarding is broken or unclear, we say so — that information is part of the review.

We never accept vendor-provided test accounts or extended trials. Reviews based on a custom account are not honest reviews.

Step 3 — Run the task and time it

We complete the test task in the tool, recording the time it takes from prompt entry to a usable output. Then we complete the same task manually, recording the time it would take without the tool. The time difference (and the output quality difference) is the measurable benefit.

Where the output is text, we judge it for usability against three criteria: would we send this to a customer as is, would we send it after a quick edit, or would we throw it out and start over. If the answer is "throw out" more than once in five tries, the tool fails for that task.

Step 4 — Verify pricing on the day of publication

Every price quoted in an article is cross-checked against the tool's own pricing page on the day we publish. We include the date in the article so readers can judge whether the figure is current. Pricing changes fast — a number from six months ago is worse than no number.

When a tool changes its pricing meaningfully after we publish, we update the article and add an "Updated [date]" note explaining what changed.

Step 5 — Find the honest limitation

Every tool has one. We do not publish a review until we have identified at least one situation where the tool is not the right choice. This is the part that takes the longest, because limitations rarely show up in a 10-minute test — they show up after an hour of real use.

A review that lists only positives reads as promotional. A review that names the specific moment the tool let us down is the kind of review we would want to read before spending our own money.

Step 6 — Mark affiliate links

When we link to a tool, we disclose whether the link is an affiliate link. Affiliate relationships do not change which tools we recommend — they only exist on tools we already tested and would use ourselves. Disclosure appears at the top of every article that contains affiliate links, not buried at the bottom.

Ongoing review

Articles do not get written once and forgotten. On a biweekly schedule, we review the five oldest articles for outdated pricing, discontinued features, and broken external links. When something changes, we update the article and bump the "last reviewed" date so readers can see how recently the content was verified.

What this means for you

When you read an article on TheBizAI, you are reading the result of the process above. If a tool we cover does not work for your business, it is not because we have not tested it — it is because what worked for the business owners in our tests may not match your situation. Tool fit is personal, and we will say that plainly whenever a recommendation depends on context.

Spot an error or something out of date? Email us — we read every message and aim to correct verified errors within 48 hours.

Last reviewed: May 2026