About Search Signal Lab

Search Signal Lab is an independent affiliate-supported publication focused on practical AI-search visibility research.

Editorial approach

We separate provider claims from our own explanations, avoid pretending to have firsthand experience we do not have, and update time-sensitive comparisons when practical.

How we make money

Some links are affiliate links. If you use one and complete a qualifying action, we may earn a commission. Affiliate relationships do not justify invented claims, rankings or guarantees.

See our affiliate disclosure.