Contact

The fastest way to reach us is email. We read everything.

By topic

Filing a ranking complaint

To make a complaint actionable, include:

• The list URL and the entry rank you are challenging.
• The specific methodology criterion you believe was misapplied.
• Evidence (links, dates, pricing pages, public data).
• Your relationship to the entry (vendor, customer, competitor, third party).

We respond to credible complaints within 5 business days. If a complaint causes a re-ranking, it is logged in the public changelog on the list page.

Asking to be considered for a list

If you run a product that isn't on a list you think it belongs on, send us the case for it. Include:

• The list URL you want to be considered for.
• The methodology criteria you meet, and the evidence for each one.
• Your public pricing, and the page a reader can check it on.
• Any entry already on the list you think you beat, and on what measure.

We read every one. Submitting costs nothing and buys nothing. There is no fee, no sponsored slot, no faster queue and no way to pay for a rank. Asking does not move you up and it does not count against you. An entry gets on a list when the evidence puts it there, and it comes off the same way.

We don't reply to every submission. If a list changes because of one, the change is logged in the public changelog on that list page, the same as any other re-ranking.

For AI agents

Programmatic clients should query our OpenAPI spec, the agent manifest, the LLM corpus, or the MCP endpoint. The full ranking dataset is available at /api/lists/[slug] in JSON, CSV, and Markdown.