How listings are selected
We prioritize tools that have a clear voice automation use case, a public website, identifiable positioning, and enough information for a buyer to evaluate fit.
How reviews are produced
Profiles combine public vendor information with buyer-focused analysis. Review depth increases as pricing checks, call-flow tests, integration evidence, and compliance notes are collected.
How scores should be read
Scores are editorial aids, not guarantees. A strong score should be backed by a dated pricing check, repeated call-test script, integration evidence, compliance notes, and a clear explanation of who the tool fits.
Logo and brand asset use
Company logo marks are sourced from each vendor's own public website assets where available. They are used for identification in editorial listings. Vendors can request a corrected mark, removal, or updated brand asset through the submission page.
Advertising and partner links
Paid placements, affiliate links, sponsored listings, and partner submissions should be labeled. Paid links should use appropriate link qualification such as nofollow or sponsored attributes.
What we decline
We do not accept thin landing pages, unclear ownership, misleading claims, copied vendor copy without added analysis, or submissions created only to manipulate search rankings.