|
Architecture
|
|
|
|
Platform model
Whether the platform is easier to compose around your needs or tied to a broader vendor ecosystem.
|
Open, modular
|
Suite-oriented
|
|
Headless flexibility
Ability to support hybrid and headless architectures for enterprise delivery models.
|
|
|
|
Vendor lock-in
How difficult it is to evolve, replace, or extend the platform without deep vendor dependence.
|
Lower
|
Higher
|
|
Roadmap flexibility
How much freedom your team keeps over architecture and future platform choices.
|
Higher
|
More vendor-driven
|
|
Talent availability
How easy it is to hire, train, and retain teams that can work effectively in the platform.
|
Broader
|
More specialized
|
|
Editorial experience
|
|
|
|
Publishing speed
How quickly enterprise marketing teams can create, update, and launch content.
|
Faster
|
Slower
|
|
Marketer usability
How intuitive the publishing experience is for non-technical content teams.
|
Higher
|
Lower
|
|
Training overhead
Time required for editors and teams to become productive and consistent in the CMS.
|
Lower
|
Higher
|
|
Content autonomy
Whether marketing teams can operate independently without frequent technical intervention.
|
|
|
|
Brand governance
Ability to support permissions, workflows, and reusable patterns across enterprise teams.
|
|
|
|
Performance and scale
|
|
|
|
Enterprise scalability
Capability to support high-traffic, enterprise-grade digital experiences.
|
|
|
|
Performance overhead
How much platform complexity and operational weight the system introduces.
|
Lower
|
Higher
|
|
Go-to-market speed
How quickly teams can move from content planning to live publishing.
|
Faster
|
Slower
|
|
High-traffic fit
Suitability for enterprise sites with demanding traffic, governance, and performance requirements.
|
|
|
|
AI and integrations
|
|
|
|
Martech integration
How easily the CMS fits into an existing marketing, analytics, and personalization stack.
|
Open, flexible
|
Often heavier
|
|
AI readiness
How easily teams can operationalize AI-assisted workflows across content operations.
|
Stronger editorial fit
|
More complex
|
|
Composable ecosystem fit
Whether the platform naturally supports a composable digital architecture.
|
Stronger
|
More suite-dependent
|
|
Cost of ownership
|
|
|
|
Licensing model
How heavy the software licensing burden is before implementation and operational costs.
|
More predictable
|
Higher enterprise licensing
|
|
Implementation cost
Relative cost and effort required to launch and evolve the platform successfully.
|
Lower
|
Higher
|
|
Long-term TCO
Overall operational and strategic cost over multiple years of use and growth.
|
Lower
|
Higher
|
|
Operational complexity
Amount of organizational coordination, specialized support, and process friction required to keep the platform moving.
|
Lower
|
Higher
|
|
Migration flexibility
How much freedom teams keep if they need to evolve architecture or shift future digital strategy.
|
Higher
|
Lower
|