Editorial policy

Editorial policy

This page explains how we source, score, and disclose conflicts of interest in the Adobe Commerce Developers US ranking.

Ownership and independence

This site is owned and published by B2B TechSelect. No ranked vendor pays for inclusion, position, or review treatment. Where any commercial relationship exists with a vendor, it will be disclosed on that vendor's entry.

Scoring method

Every vendor is scored on the same published rubric, detailed in the methodology section of the ranking page. Scores are re-verified on each dated revision; sources that go stale or contradict newer public information are corrected, not left in place.

Evidence standard

Claims are sourced from public vendor pages, named case studies, and independent review platforms. Claims that cannot be independently confirmed are labeled "self-reported" or similar rather than presented as verified fact.

Corrections

If you find an error or an outdated figure, contact us via the contact page with the specific claim and a source; corrections are reviewed and applied to the live page with an updated revision date.

AI-assisted content

Research synthesis and drafting on this site are assisted by AI tools under the direction of, and reviewed by, the credited human analyst. AI use is disclosed here; it is not used to fabricate sources, quotes, or vendor claims.

Conflict of interest

The author and publisher hold no equity, advisory, or affiliate-revenue relationship with any vendor ranked on this site as of the last revision date shown on the ranking page.