Editorial Guidelines

How tools are discovered

Tools enter our review queue from two channels: automated pipelines that monitor public sources such as Product Hunt, GitHub, and Hacker News, and direct submissions from makers and readers. Both channels go through the same checks before a listing is published.

Inclusion criteria

A tool is listed when it meets all of the following:

• The product is real and publicly accessible — a working website, not just a waitlist teaser.
• Its purpose is clear enough to describe accurately: what it does, who it is for, and which category it belongs to.
• Core information is available: name, official website, description, pricing model, and category.
• It does not exist primarily to deceive users or cause harm.

How data is maintained

Descriptions, pricing, and categories are refreshed by enrichment pipelines, and automated health monitoring flags dead links for review. Data can still lag behind a vendor's latest change — if you spot an error, report it and we will fix it.

Independence

Paid submissions pay for review processing, never outcomes: they do not change inclusion criteria, rankings, or how tools are presented. Ratings shown on the site come only from real user reviews — we do not invent scores, and listings without reviews simply show no rating.

Automation and AI disclosure

Parts of this site — tool data collection and some article drafts — are produced by automated systems working under editorial review, and are published under the ToolCenter Editorial Team byline. If something automated gets a fact wrong, we treat it like any other error: report it and we will correct it.

Corrections

To request a correction, email us with the page URL and a short note on what is inaccurate: support@toolcenter.ai