How We Research and Review

Every article on AI Tool Rundown exists to help you make a decision faster. This page explains exactly how our content is produced, what we verify, and where our limits are — so you can judge for yourself how much weight to give our conclusions.

Our research process

1. Primary sources first. Pricing, plan limits, and feature claims are checked against the vendor's official pricing pages and documentation at the time of writing.
2. Cross-referencing. We compare official claims against independent coverage and real user feedback from public communities to catch gaps between marketing and reality.
3. Structured comparison. Instead of loose impressions, we break products down along the same dimensions — pricing, core features, integrations, learning curve — so comparisons stay apples-to-apples.
4. Editorial review. Every draft passes an editorial checkpoint that checks facts, flags unsupported claims, and removes filler before publishing.

Our use of AI

We use AI tools to help aggregate research and draft articles. Every article is grounded in verified, current sources gathered at the time of writing, and passes the editorial review described above before it is published. We believe in being transparent about this: the value we add is in the research structure, verification, and judgment — not in typing speed.

What we don't do

• We don't accept payment for coverage, placement, or verdicts.
• We don't publish claims we couldn't verify — where something is uncertain, we say so.
• We don't pretend to have done things we haven't. Our comparisons are research-driven analyses of documented features, pricing, and user feedback — not lab benchmarks.

Corrections

Software changes fast, and pricing pages change faster. If you find something outdated or wrong, email hello@aitoolrundown.com with a link to the article — we review correction reports and update articles accordingly.