Editorial independence
Sorai is an editorial site. We publish practical software buying guides, comparisons, and decision tools for small business teams. Coverage and conclusions are based on stated user needs, available evidence, and product trade-offs.
What commercial relationships do not change
- Whether a product is included in a comparison
- The stated limitation or “not for” case
- The ordering of a recommendation
- Our decision to link to a reasonable alternative
Affiliate links or sponsored placements, when used, are disclosed. We do not sell editorial rankings or positive conclusions.
Sources and testing
We prioritize official product, pricing, support, policy, and integration documentation. When we conduct a reproducible task in a trial or demo environment, we describe the scope of that test. We do not present untested claims as firsthand experience.
AI-assisted work
AI may assist with research organization, drafting, and formatting. Product facts, prices, limitations, commercial terms, and substantive recommendations require review against current sources before publication.
Corrections process
We welcome factual corrections from readers and providers. Send a correction request to cs@sorai.top with the URL, the exact statement, and a primary source. We review material corrections and update the page when warranted.
Contact
For editorial questions, corrections, or disclosure questions, contact cs@sorai.top.
Last reviewed: August 22, 2026