How we work and how this site makes money.

We build and work with tools in this space, and some of the tools we cover may come from people we work with. That never changes how we rank them: every ranking on this site is computed from the published criteria on our How We Rank page, using public data we refresh regularly.

The catalogue itself is finely curated by our research team after detailed manual testing. Every catalogue Actor is part of a manual test programme run on a daily basis. It is a selection, not a claim that no other tool can do the job. Comparison tables may include other public tools for context, but our recommendations and outbound Store links are limited to the catalogue.

We don't accept payment for placement. No tool can buy a higher position, a badge, a "best" label or a mention. Store links are plain links. We do not use affiliate links or sponsored links.

What appears in a ranking

The ranking table on a target page shows every tool the catalogue finds for that target, subject to the evidence threshold. The order is produced by code from the published criteria. The page shows the price, field count, public success rate and update date behind the order so you can check the inputs.

How the site is funded

The site is funded by its operator. It does not carry display ads, paid reviews or paid directory listings. If that changes, this page will say so before the change appears on any page.

Mistakes

If a price, schema, API fact or link is wrong, email hello@scraperfinder.com with the page URL and the source that shows the correct value. Corrections are made on the page and the data-check date moves when the underlying data changes.

Last reviewed 2026-11-09.