By Machines

About

Tue, 29 Sep 2026 00:00:00 +0000

By Machines is an independent measurement lab that publishes how AI assistants name businesses when a buyer asks. It is run as a research project with an open method and open code; the first vertical is relocation to Europe.

Contact

Tue, 29 Sep 2026 00:00:00 +0000

Email hello@bymachines.ai. Corrections, data questions and requests for the free check are answered within two weeks.

Does AI see you?

Tue, 29 Sep 2026 00:00:00 +0000

A free check for firms in a measured vertical: how often four AI engines name your firm on the buyer’s questions, which sources they cite instead, and what your website tells a machine reader. One report, our method, no sales pitch.

Method

Tue, 29 Sep 2026 00:00:00 +0000

How the lab measures: a frozen panel, four engines through their APIs, seven runs per question and week, every answer stored with its citations, firms matched by a published alias list, frequencies with Wilson intervals, a weekly manual check against the consumer apps. Version 1.0, 2026-09-29.

Pricing

Tue, 29 Sep 2026 00:00:00 +0000

The check is free. Paid work exists in two forms — an audit (€900–1,500) and monthly monitoring (€150–200) — for firms in a measured vertical. Ranges are a hypothesis until the first paying firm; results are never promised.