Scoring method
How the score is calculated
The score uses the category-specific buying dimensions below and their displayed weights.
This page is based on public product information, official sources, structured feature data, and multi-model AI evaluation. It is not a hands-on lab test unless explicitly stated. Confidence percentages describe our research indicators, not the probability that a claim is true or a measured accuracy rate.
Content management and governance18%
88Professional includes a governed Content Library, Pages, Collections, and advanced experiences, and Advanced adds AI content governance, so core control is available early while AI-assisted governance requires the mid package.
Training and readiness effectiveness18%
83Training Library and Courses are included in Professional, and Advanced adds knowledge checks, certifications, Roleplay AI, and the My Team manager hub, creating a clear path from courses to coaching and AI practice.
Content discovery and recommendations15%
73Sellers can access the content library across packages, but Library AI, Search AI, Asset FAQs, and CRM recommendations are Expert-only, so advanced discovery and recommendations depend on the top package.
Buyer engagement experience12%
83Professional includes Shared Spaces and 3D and AR asset hosting for buyer-facing collaboration, and Expert adds broader AI search and recommendations in that experience, so the capability is present but the richer discovery layer is package dependent.
Playbook guidance quality12%
72Structuring seller guidance is supported via basic content pages and collections across all tiers, but deploying custom interactive AI agents for contextual playbook help is limited to the Expert plan.
Usage analytics and attribution10%
81Report Builder and Dashboard Builder are included in Professional, while Analytics AI arrives in Advanced and Expert, so standard usage reporting is available early and AI-assisted analytics require a higher package.
Administration and adoption management8%
73Advanced adds the My Team manager hub and Developer Bundle APIs, and mobile plus offline access supports field adoption, but broader administration and adoption-management depth beyond these package items is not fully specified.
CRM workflow embeddedness7%
77Core integrations with Salesforce and HubSpot are supported, though embedding advanced AI CRM recommendations is reserved for the Expert tier and Salesforce installations require specific edition prerequisites.