Every platform we have scored, in one searchable list.

How we score

Four stages, evidence-graded throughout.

1. Cohort gate

   Public pricing. Integrations doc. Ten or more customers. Self-serve path.

2. Weighted rubric

   Each dimension scored zero to four. Every cell tagged MEASURED, CITED, or ESTIMATED.

3. Total score

   Weighted sum out of one hundred. Seven-day right-of-reply window before publishing.

4. Ranked and published

   Updated when new vendors qualify or when fact-check replies land corrections.

Full methodology

Note: a platform listed in only one cohort shows one cell - that's an honest signal that we have not yet scored it for other business functions. Vendors typically appearing across multiple cohorts (Microsoft, Salesforce, HubSpot, Oracle, Cresta) are listed under each product line separately so each cohort score reflects the specific product evaluated under that cohort's rubric.