# FindAIforWork.com Methodology

How listings are sourced, written, reviewed, and ranked. The human-readable page is [https://findaiforwork.com/methodology](https://findaiforwork.com/methodology).

## Sourcing

- Submitted listings: a maker submits a product, an editor reviews it before publication, and the maker owns the listing afterwards.
- Independently compiled listings: a starting catalog built from public information (product name, official website, category, pricing model). These listings have no owner, cannot be claimed, and their official makers can request removal.

## Descriptions

Independently compiled listings are drafted with AI assistance, using only text from the product official website as source material, and reviewed by an editor before publication. Submitted listings use the text from the maker, lightly edited for format and length. Invented facts are not published.

## Pricing

A listing names specific prices only when every amount appears on the official pricing page of the product at the time of review. Unverified pricing says to check the official website; prices are never approximated or restated as current.

## Reviews, ranking and paid placement

Every listing is reviewed before publication and can be revised, suspended, or removed afterwards. The natural order of tools follows recency and engagement, and paid placement never changes a natural list. Sponsored and Featured placements sit in clearly labeled, separate slots.

## Corrections

Use the report link on any listing page or the [contact page](https://findaiforwork.com/contact). The official maker of an independently compiled listing can request its removal at any time.

## Links

Paid plans may include follow links to the maker website; this is disclosed here and on the [pricing page](https://findaiforwork.com/pricing). Placements and plans never buy a better natural ranking, a favorable review, or the removal of a competitor.