About ToolAudit Editorial

ToolAudit audits the AI tools worth your time, against a public rubric, with no paid placement and no vendor influence on what we say. Every audit is researched, scored against our six-criteria methodology, and re-checked when the tool changes materially.

Audits are published under a single byline — the ToolAudit Editors— because the editorial standard is what matters for trust, not whose name is at the top. Every audit follows the same process: we buy our own accounts, we test against the criteria that matter for the use cases we cover, and we say it plainly.

Who’s behind it

ToolAudit is currently led by Nate Barrett — a senior product leader with 15+ years building B2B SaaS products. Based in Salt Lake City. You can reach me at nate@toolaudit.ai.

Today, “ToolAudit Editors” is one person — me. I’m honest about that because the alternative is fake bylines, which is the exact pay-to-play opacity ToolAudit exists to push back on. As ToolAudit grows, contributors will be added to this page by name with disclosed prior relationships to anything they audit.

Our editorial principles

  • No paid placement, ever. No vendor pays for inclusion, ranking, or favorable language. Affiliate links exist (and are flagged inline at every link), but they never influence whether we recommend a tool or how we score it.
  • We buy our own accounts.When budget allows, we test paid tiers with our own money. When it doesn’t (high-cost categories — enterprise platforms, ad-spend-gated tools), we say so explicitly in the audit.
  • Methodology is public. The six-criteria rubric is published, versioned, and applied to every tool consistently.
  • Audits get re-checked. AI tools change fast. When a tool ships a material change, we update the audit and date the change.

Submitting a tool

If there’s a tool you think we should audit, tell us. Submissions are free. We don’t accept payment to audit, and submitting a tool doesn’t change whether we cover it or how we score it.

Published under the ToolAudit Editors byline. Editorial decisions are independent of any vendor relationship. See how we make money for the affiliate disclosure.