About

We compare AI and automation software for small businesses, with one rule: every claim must trace back to data we can show you.

This site is built on a structured database of tools — pricing tiers, feature lists, ratings — with verification dates on every page. When prices change, our pages change. When a verdict is opinion, we label it as opinion ("Our take") and keep it separate from the data tables.

We use automation heavily to keep data fresh and pages consistent. Editorial judgments — which tool wins for which use case — are reviewed by humans.

How we make money

Some links are affiliate links — see the dedicated page: How we make money. Several tools we recommend pay us nothing (Mailchimp, for example). Full legal disclosure: Affiliate Disclosure.