Transparency

What we use, how we make money, and what that means for editorial independence.

AI in our production

Drafting, research synthesis, and source aggregation are assisted by AI tooling (Claude). Human editorial review precedes every publication. Articles are not auto-published. Opinions, conclusions and editorial framing are decided by humans.

Authors

All bylined authors are real, named individuals with verifiable LinkedIn profiles. We do not use fictional personas or synthetic author names.

How we make money

Affiliate links to tools we cover (clearly labeled at the top of each affected page). Sponsored data reports (clearly marked as “Sponsored” with the sponsor named). No paid placement in reviews. No undisclosed relationships.

Editorial independence

No vendor sees a review before it publishes. No vendor pre-approves content. We will publish negative findings about an affiliate partner if the findings are accurate.

This page is a v0.1 stub. A detailed disclosure including current affiliate partners and any sponsored work will be maintained here.