tbTheBizAI

How We Research the Tools We Write About

Every article on TheBizAI follows the same research and review process. This page documents it so you know what stands behind a recommendation before you trust it with your business.

Applied across 92 published articles

What we don't do

We don't claim to test tools in real business environments we don't operate. We don't manufacture testing scenarios to make recommendations sound stronger than the underlying research supports. We don't run a small business consulting practice as a controlled test environment for AI tools. The work behind every article is research and review, not fieldwork.

We say this directly because the alternative is the pattern most AI tool sites follow: invented "we tested across two real businesses" claims that hold up only until a reader looks closely.

Step 1 — Define the article scope and audience

Before any research starts, we define the specific audience the article serves (for example, "solo accountants under 30 clients") and the specific question the article answers (for example, "which AI tools earn their cost at this practice size?"). The scope keeps the article useful to a specific reader rather than generally true for everyone.

Step 2 — Research the tools and workflows

AI assists with this step heavily. We use ChatGPT and Claude to gather the public information about each tool covered: official pricing pages, vendor documentation, recent third-party coverage, and authoritative research on the broader category. The output is a structured set of notes on what each tool does, what it costs, and how it positions itself.

For broader claims about market size, adoption rates, or category economics, AI flags candidate citations from the approved authority list (US Census Bureau, SBA, BLS, Pew Research, Stanford HAI, McKinsey, NBER, Thomson Reuters, OpenAI research disclosures, FTC guidance, vendor primary documentation). Every cited source is verified by Tapabrata Biswas against the original publication before the article ships.

Step 3 — Cross-check pricing on the day of publication

Every price quoted in an article is cross-checked against the tool's own pricing page on or near the day the article publishes. Pricing changes fast. A number from six months ago is worse than no number. When a tool changes its pricing meaningfully after we publish, the article gets updated with an "Updated [date]" note explaining what changed.

Step 4 — Apply the review pass

After the research is structured and the AI-drafted article is ready, Tapabrata Biswas reviews it line by line:

  • Every cited number gets checked against the source.
  • Every tool claim gets cross-checked against the vendor's own documentation.
  • Every recommendation gets pressure-tested for whether it would hold up under a real small business owner's scrutiny.
  • Every "this tool is the wrong choice when..." section gets reviewed for honesty. Most review content skips this part, which is what makes it feel promotional.

Articles that don't survive the review pass don't get published.

Step 5 — Disclose AI use

Every article carries a published byline that links to the author page. The Editorial Process explains exactly how AI fits into the workflow: AI researches and drafts, Tapabrata Biswas reviews and edits, then approves. Readers can weigh recommendations with that disclosure in mind.

Step 6 — Mark affiliate links

When we link to a tool, we disclose whether the link is affiliate. Affiliate links only appear on tools we cover for editorial reasons. The affiliate relationship doesn't determine the recommendation. Affiliate disclosure appears at the top of articles that include affiliate links, not buried in the footer.

Ongoing review

Articles don't get written once and forgotten. We review existing articles when the underlying tool, pricing, or guidance changes. The visible "Last reviewed" date on each article reflects the most recent review pass.

What this means for you

When you read an article on TheBizAI, you're reading the result of the research and review process above. AI assisted with the research and drafting. Tapabrata Biswas verified the claims, applied judgment to the recommendations, and approved the article for publication. If a recommendation doesn't fit your specific situation, the article's "What this post does not cover" section usually flags why.

This page documents the research methodology specifically. For the broader editorial standards (how AI fits in our writing, our update and corrections policy, and the things this site doesn't do), see our Editorial Process page.

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: June 2026