Scoring Matrix

Every score for every platform on one page — 44 platforms · 10 categories · 184 criteria

Key70–100Strong40–69Adequate0–39Weak

Criterion	◆Acquia	◆Adobe Experience Manager	●Agility CMS	◆Bloomreach	◆Brightspot	■Concrete CMS	●Contentful	●Contentstack	◆CoreMedia	●Cosmic	■Craft CMS	●DatoCMS	●Directus	◆dotCMS	■Drupal	■Drupal CMS	■Ghost	◆HCL Digital Experience	■HubSpot Content Hub	●Hygraph	◆Jahia	■Joomla	◆Kentico Xperience 13	●Kontent.ai	◆Liferay	◆Magnolia	◆Optimizely PaaS DXP	◆Optimizely SaaS CMS	●Payload CMS	●Prismic	■Progress Sitefinity	◆Salesforce Experience Cloud	●Sanity	◆Sitecore XP	◆SitecoreAI	■Squiz DXP	●Storyblok	●Strapi	■Umbraco	◆Uniform	■Webflow	■WordPress	■WordPress VIP	◆Xperience by Kentico

Composite Scores
Suite Capability	67	⭐76	52	59	63	45	69	69	64	51	55	54	53	59	60	60	43	44	61	57	61	☠️39	45	60	62	61	71	67	54	47	64	57	66	57	73	58	62	50	59	64	60	56	59	61
Cost Efficiency	42	25	62	46	46	66	64	68	41	68	70	71	64	54	73	68	75	29	67	67	48	69	42	66	45	48	40	45	⭐79	70	41	34	75	☠️24	40	42	72	73	72	55	63	76	58	53
Build Simplicity	48	☠️25	67	54	48	48	64	71	49	68	68	71	69	58	54	58	67	31	63	68	55	54	39	68	45	55	55	58	65	⭐72	53	45	72	33	63	43	70	70	67	65	66	63	62	58
Operational Ease	50	41	69	53	53	48	62	68	49	62	59	66	46	54	50	53	64	37	64	63	51	49	40	⭐70	43	48	51	66	47	66	44	58	65	☠️33	54	65	62	50	61	66	64	54	61	59
Platform Velocity	64	74	56	62	54	53	73	67	53	52	66	65	68	56	73	74	65	42	78	66	51	41	☠️39	62	56	56	68	63	74	62	59	72	78	45	68	54	69	73	69	59	75	79	⭐80	72
Use-Case Fit
Marketing	63	⭐80	46	62	57	46	52	62	63	40	42	45	36	52	56	56	49	36	73	41	64	☠️31	55	43	62	60	70	64	38	45	64	44	51	65	76	62	55	37	52	61	63	54	60	57
Commerce	49	66	33	⭐68	37	32	34	44	55	34	45	37	32	35	51	48	22	☠️20	33	36	36	22	44	30	54	40	65	49	31	31	44	42	40	43	54	33	37	31	40	43	35	50	50	42
Intranet	46	44	24	24	37	39	30	34	30	28	25	24	29	33	57	44	24	49	26	28	48	30	33	29	⭐65	40	43	37	29	21	41	56	34	45	44	54	28	32	38	☠️18	18	34	35	28
Multi-Brand	62	⭐77	40	51	56	47	41	51	54	38	40	33	34	50	55	50	23	50	37	39	60	☠️23	43	34	60	54	56	52	34	39	55	46	47	60	66	56	48	24	45	55	43	46	51	45
1. Core Content Management
1. Core Content Management	72	⭐82	66	61	69	55	78	79	71	57	66	74	67	68	68	66	☠️45	53	54	75	64	48	56	74	67	66	75	70	71	59	65	52	78	63	73	65	75	63	64	72	61	58	63	67
Content Modeling
1.1.1Content type flexibility	⭐88	87	68	71	78	60	78	80	74	64	80	76	80	72	86	85	☠️30	55	55	82	66	45	63	72	72	72	88	76	88	70	65	50	88	72	73	64	78	76	76	70	62	65	66	70
1.1.2Content relationships	80	78	58	57	72	60	68	66	72	58	75	70	82	72	80	78	32	48	46	84	62	☠️30	55	64	66	60	78	70	⭐86	58	66	52	82	65	70	62	61	65	64	60	55	57	58	66
1.1.3Structured content & composition	84	85	68	72	74	58	72	77	72	60	80	82	70	70	76	75	50	50	55	80	68	☠️38	60	75	63	70	84	78	88	68	62	40	⭐90	70	80	68	82	73	72	84	55	64	68	68
1.1.4Content validation	76	68	60	60	76	55	74	64	70	60	70	74	74	60	78	74	30	45	50	70	63	40	62	60	68	63	78	62	⭐85	☠️25	60	50	80	60	67	60	62	68	68	64	50	50	52	66
1.1.5Versioning, history & rollback	76	85	70	64	74	70	78	⭐86	74	58	64	70	72	64	74	68	46	55	58	66	66	62	70	72	70	70	86	72	80	68	70	☠️45	80	72	84	70	76	56	72	80	56	68	68	68
1.1.6Taxonomy & metadata management	84	⭐88	45	64	68	66	80	80	78	42	66	50	50	72	82	80	44	66	☠️35	72	72	68	62	80	80	66	68	74	52	42	78	55	60	66	58	70	74	40	52	50	42	74	74	72
Authoring, Collaboration & Governance
1.2.1Preview & in-context editing	74	90	78	84	64	72	76	84	78	58	64	84	74	80	58	68	58	60	72	72	68	☠️46	63	82	64	80	85	82	70	70	66	55	87	62	84	74	⭐91	68	60	90	82	60	64	68
1.2.2Rich text & embedded content	70	78	58	55	66	55	75	76	68	62	70	84	60	73	66	66	66	54	58	74	64	55	55	66	60	65	70	70	84	62	60	☠️42	⭐85	58	68	60	76	65	68	66	55	68	68	65
1.2.3Media library & image handling	72	⭐92	76	☠️50	70	52	76	82	74	68	76	84	72	74	68	70	52	60	62	74	63	50	50	74	62	75	72	66	68	72	64	50	85	60	70	70	80	63	72	77	60	54	62	66
1.2.4Real-time collaboration	40	62	76	47	66	45	62	62	62	52	46	62	72	55	42	40	38	40	45	60	52	☠️30	40	72	45	48	55	55	55	70	50	30	⭐88	35	48	56	58	38	36	55	80	54	80	60
1.2.5Editorial workflow & approvals	68	⭐86	48	60	78	55	72	85	82	40	38	66	52	78	68	58	☠️30	70	52	68	68	62	72	80	80	70	68	63	45	32	66	62	64	76	82	72	74	60	58	72	56	50	58	72
1.2.6Scheduling, releases & publishing control	66	80	64	74	66	62	⭐85	82	70	63	60	62	☠️42	70	60	64	58	64	62	72	56	63	60	68	62	62	72	64	62	66	64	65	76	46	70	64	72	67	64	77	64	60	60	63
1.2.7Localization model	78	76	62	55	58	52	⭐88	85	66	54	70	82	64	62	82	76	☠️22	55	55	80	73	60	57	82	72	74	85	80	82	56	74	58	64	85	84	66	77	64	78	76	66	50	48	68
1.2.8Roles, permissions & content governance	64	82	60	42	62	58	80	76	64	50	60	66	66	62	68	60	☠️30	60	60	62	63	57	60	66	80	62	66	64	70	50	68	62	62	74	67	60	⭐84	63	64	64	66	48	55	62
Content Delivery
1.3.1API delivery model	78	82	76	66	76	☠️50	⭐89	82	78	66	78	80	84	76	78	72	60	55	55	85	74	52	50	78	74	72	82	80	86	76	74	63	83	66	76	62	78	78	70	70	60	72	74	76
1.3.2CDN and edge delivery	72	⭐88	74	62	66	38	82	81	66	68	58	82	45	62	42	42	48	35	70	77	62	☠️28	35	78	55	55	70	72	35	70	60	57	75	42	78	72	78	44	52	84	72	42	82	72
1.3.3Webhooks & events	55	79	74	52	66	32	80	⭐82	64	46	58	76	60	50	45	45	62	☠️28	38	80	40	28	32	76	55	45	56	60	50	50	62	40	76	54	60	58	65	56	58	80	62	45	42	52
1.3.4Multi-channel output	65	82	70	60	64	45	⭐90	83	66	60	62	78	72	66	62	60	60	45	☠️40	80	58	42	42	80	63	60	76	68	74	58	62	52	80	52	75	56	84	70	62	74	52	54	56	66
2. Additional Platform Capabilities (DXP Features)
2. Additional Platform Capabilities (DXP Features)	67	⭐74	39	55	57	44	49	53	61	32	47	39	33	51	46	48	42	46	65	37	58	38	53	39	61	56	65	58	36	☠️30	63	58	40	59	65	60	43	34	54	53	57	49	54	60
Personalization & Experimentation
2.1.1Audience segmentation & customer data	70	74	22	72	55	30	68	70	70	18	25	25	20	60	28	30	45	56	76	28	74	15	65	25	64	65	70	62	☠️10	22	70	62	25	⭐84	80	70	28	18	55	74	58	28	36	76
2.1.2Content personalization	60	80	32	72	60	35	70	70	70	28	30	30	☠️25	66	30	32	45	60	70	52	72	25	62	38	62	70	70	55	28	30	72	66	52	⭐82	82	68	45	30	58	82	64	30	34	70
2.1.3Experimentation (A/B, MVT)	66	68	40	64	56	☠️12	64	68	68	22	42	25	12	62	28	30	18	22	75	30	62	18	66	25	52	45	72	72	38	20	68	30	32	72	68	64	55	20	55	⭐76	68	42	45	36
2.1.4Recommendations	50	66	10	⭐74	24	12	15	48	45	☠️8	12	15	10	25	20	15	12	15	18	8	30	15	35	40	48	40	58	60	8	10	58	35	8	28	52	45	8	10	12	55	15	35	56	15
Search & Discovery
2.2.1Site search & discovery	66	60	40	74	72	60	52	55	68	45	55	60	50	64	62	62	42	60	58	50	72	64	60	58	⭐80	60	80	76	50	☠️38	66	60	52	66	78	74	52	54	66	72	50	55	68	60
Commerce
2.3.1Native commerce	52	50	12	15	12	50	☠️10	12	15	10	70	12	12	12	58	52	25	10	42	10	12	45	72	10	73	15	⭐74	45	45	10	18	65	10	12	45	12	10	10	62	12	58	70	68	62
2.3.2Commerce platform integration	55	57	50	⭐60	55	42	58	58	60	38	55	50	28	30	48	45	32	35	45	60	32	☠️25	28	50	42	60	58	55	30	50	52	52	58	40	52	48	50	48	50	58	48	46	45	56
Analytics & Insights
2.4.1Built-in experience analytics	52	64	35	60	52	32	58	45	66	64	15	25	30	52	15	28	65	32	⭐78	24	60	22	62	42	58	45	55	50	☠️12	15	64	52	28	76	68	60	18	22	53	64	62	35	66	56
2.4.2Analytics & tag integration	58	⭐88	58	60	60	52	58	55	55	35	52	45	45	38	56	66	50	38	66	46	58	45	36	35	52	65	58	52	☠️28	35	66	55	35	52	58	56	40	36	48	58	65	58	58	68
Multi-site & Global Operations
2.5.1Multi-site management	73	⭐95	66	74	80	60	62	58	82	50	78	42	32	80	56	45	☠️18	70	58	50	74	30	68	68	80	80	80	72	60	48	74	65	66	78	86	78	70	28	72	66	55	62	64	72
2.5.3Translation management	58	⭐88	50	42	58	30	58	58	70	42	50	55	50	48	58	55	☠️28	40	50	58	58	32	56	60	58	60	66	55	35	50	70	45	56	56	74	55	68	48	50	58	62	50	50	56
2.5.4Multi-brand governance	66	⭐90	42	56	66	38	55	55	66	42	45	40	32	55	42	40	☠️15	55	50	44	62	15	45	52	70	65	58	52	40	35	56	50	45	58	78	68	60	20	50	52	50	52	56	58
Digital Asset Management
2.6.1Enterprise DAM	75	⭐89	52	45	64	60	52	68	66	28	35	52	32	58	40	42	☠️24	64	38	52	55	28	36	55	63	62	70	70	35	30	62	50	62	66	68	60	58	45	42	55	40	40	45	56
2.6.3Video & rich media	72	73	28	30	56	38	28	30	45	38	25	⭐74	36	38	28	30	36	40	72	30	25	36	38	30	25	28	25	35	28	☠️22	38	25	64	28	52	38	25	30	35	40	28	28	30	38
Page Building & Site Delivery
2.7.1Visual page builder & layout composition	78	88	60	77	55	74	70	74	70	☠️25	50	55	48	78	60	76	38	55	74	45	72	50	66	55	76	78	85	85	55	62	76	70	60	68	87	77	82	45	52	84	⭐92	64	66	74
2.7.5Managed site delivery & front-end hosting	90	⭐95	32	36	84	66	35	78	72	46	68	35	32	76	52	52	76	62	90	☠️30	78	52	50	30	80	66	84	70	42	35	70	82	30	63	44	82	32	30	68	35	93	55	93	80
Marketing & Engagement
2.8.1Forms & data capture	70	73	30	55	60	50	25	28	40	18	62	25	22	50	58	78	28	62	⭐80	18	72	50	66	15	60	60	76	66	52	15	70	58	☠️12	72	75	72	15	25	62	18	50	55	52	73
2.8.2Email marketing & ESP integration	68	55	35	74	58	32	28	40	68	22	42	25	35	30	46	45	72	25	⭐75	32	45	45	66	25	30	48	55	45	25	☠️15	68	60	20	62	50	55	30	24	45	18	50	50	48	72
2.8.3Marketing automation	72	60	24	74	42	15	18	38	70	20	30	18	25	25	30	38	36	30	⭐75	18	45	30	68	15	30	45	45	42	☠️10	12	55	60	18	70	48	45	35	20	50	25	38	40	34	70
2.8.5SEO tooling	72	72	64	48	⭐76	62	40	45	68	☠️36	58	52	45	66	58	72	66	48	76	38	66	66	52	48	72	55	52	48	58	45	74	62	42	68	70	66	48	54	52	62	70	60	62	60
2.8.6AI search visibility	45	⭐70	28	☠️15	48	18	55	32	58	24	28	28	18	30	40	30	64	22	52	24	50	28	22	30	50	15	62	50	28	18	58	35	28	26	64	30	28	30	44	28	55	42	42	36
Platform Services
2.9.1App marketplace & connectors	82	78	40	42	40	45	78	74	64	40	78	65	56	32	84	85	48	32	⭐86	45	58	64	30	38	58	72	68	58	40	☠️28	58	80	72	52	66	62	66	64	68	64	70	85	80	48
2.9.5Customer identity & authenticated experiences	72	68	25	45	62	66	35	38	42	☠️24	58	30	50	64	60	58	66	80	72	28	68	64	62	35	85	65	50	38	55	25	78	⭐88	30	68	38	70	35	52	68	42	42	52	52	72
3. Technical Architecture
3. Technical Architecture	68	74	65	61	63	55	78	73	67	58	64	69	69	67	69	70	56	50	61	73	67	☠️42	47	70	65	63	74	65	69	60	65	62	⭐79	59	78	65	72	66	65	68	63	64	72	62
API & Integration
3.1.1API design quality	72	70	68	65	72	50	⭐91	78	74	68	72	78	80	70	78	78	62	45	60	86	67	52	☠️42	80	65	66	74	69	82	75	62	55	88	55	82	64	78	75	75	72	62	72	72	64
3.1.2API performance	62	72	70	63	55	44	83	76	66	70	68	75	65	60	58	60	58	38	55	80	68	☠️37	38	77	55	59	72	70	73	72	60	45	⭐84	50	77	60	74	59	57	68	60	55	75	58
3.1.3SDK ecosystem	50	62	62	57	45	32	84	⭐85	50	52	40	66	52	58	40	46	52	25	55	63	40	☠️18	42	80	48	42	74	59	57	58	58	55	76	55	85	50	74	50	45	58	58	52	55	45
3.1.4Integration marketplace	72	82	57	52	52	62	80	73	64	53	77	70	57	42	82	82	63	☠️30	⭐84	63	60	48	34	45	62	57	63	60	50	40	62	80	67	65	73	74	64	60	62	75	62	80	72	53
3.1.5Extensibility model	85	82	67	57	74	68	87	76	82	64	82	71	82	72	90	90	☠️38	55	59	72	73	60	62	70	74	72	82	65	⭐92	38	68	72	92	68	83	67	76	87	78	73	71	89	88	75
Security & Compliance
3.2.1Authentication	72	⭐85	70	62	70	63	84	75	72	62	64	68	68	70	75	75	61	78	66	76	72	☠️48	62	72	80	75	79	72	65	60	67	80	70	75	83	66	75	68	70	76	65	68	78	60
3.2.2Authorization model	70	82	71	52	76	68	72	82	66	56	65	81	84	76	⭐85	85	☠️46	80	55	78	75	66	62	68	85	72	74	68	79	52	65	85	80	78	82	60	73	65	65	65	55	58	60	65
3.2.3Compliance certifications	83	⭐93	71	80	64	70	82	80	70	40	45	64	68	82	55	55	50	72	70	80	72	☠️20	45	92	76	78	80	80	30	48	80	88	73	68	81	68	74	58	61	73	77	48	85	77
3.2.4Security track record	61	56	57	70	56	54	⭐73	66	56	55	38	62	50	45	70	64	52	62	64	68	64	☠️30	30	70	61	70	63	52	64	52	46	52	68	50	67	65	72	55	66	68	70	50	62	38
Infrastructure & Reliability
3.3.1Hosting model	74	70	57	71	74	73	55	60	80	53	75	52	74	⭐82	80	80	74	65	53	55	75	65	60	55	79	72	71	55	73	52	73	☠️40	56	67	62	68	58	82	75	54	55	80	60	70
3.3.2SLA and uptime	70	⭐85	76	66	55	36	85	66	50	60	47	68	62	68	50	50	58	50	72	75	70	☠️30	30	80	60	64	68	72	38	64	79	58	68	60	77	72	72	52	55	65	70	50	82	70
3.3.3Scalability architecture	70	80	64	65	70	50	81	77	76	57	66	70	68	70	80	80	55	50	70	76	72	☠️40	57	75	66	58	72	67	70	65	65	65	83	52	79	68	75	50	65	68	65	70	⭐85	62
3.3.4Disaster recovery	75	75	62	56	48	43	70	62	50	55	52	60	58	66	72	72	48	45	55	72	60	45	☠️38	68	62	60	74	61	58	55	64	55	⭐80	42	73	63	66	64	68	57	55	62	75	68
Developer Experience
3.4.1Local development	62	58	58	47	70	70	55	57	74	57	80	55	72	74	78	80	71	☠️40	55	62	71	48	52	45	56	62	77	55	⭐88	70	65	57	85	50	76	67	70	78	68	63	48	75	75	67
3.4.2CI/CD integration	65	75	58	51	58	52	79	70	62	55	76	75	67	64	78	78	50	45	57	81	70	☠️30	50	60	55	58	75	62	64	60	68	52	⭐82	52	77	64	71	57	70	68	66	55	72	64
3.4.3Documentation quality	62	72	67	67	66	62	82	78	72	65	81	80	78	70	65	69	68	☠️48	72	78	67	52	62	80	66	64	75	64	80	72	66	60	⭐87	52	78	70	76	74	68	74	75	72	78	69
3.4.4TypeScript support	48	45	62	61	60	28	73	70	62	62	42	80	70	64	33	44	44	28	38	80	60	☠️10	20	75	42	37	73	67	⭐92	82	58	52	90	55	82	58	72	70	55	74	55	35	35	30
4. Platform Velocity & Health
4. Platform Velocity & Health	64	74	56	62	54	53	73	67	53	52	66	65	68	56	73	74	65	42	78	66	51	41	☠️39	62	56	56	68	63	74	62	59	72	78	45	68	54	69	73	69	59	75	79	⭐80	72
Release Cadence
4.1.1Release frequency	70	80	74	64	72	68	83	80	68	79	74	77	83	82	80	78	80	64	80	79	58	64	☠️28	77	68	70	76	76	78	75	65	75	85	45	81	70	80	84	77	82	82	84	82	⭐86
4.1.2Changelog quality	62	65	63	67	72	60	72	75	80	65	72	70	75	70	72	76	74	50	77	72	63	50	55	72	58	67	75	72	70	67	65	65	⭐86	☠️48	75	68	72	75	70	68	72	72	75	82
4.1.3Roadmap transparency	62	72	66	68	45	60	55	63	45	53	72	65	75	58	⭐80	80	50	☠️38	62	62	50	54	38	70	58	62	75	64	72	58	52	62	68	45	62	60	70	74	73	40	70	72	72	78
4.1.4Breaking change handling	65	65	60	64	62	55	76	70	66	55	75	70	65	68	63	77	63	60	76	75	58	56	38	72	57	63	71	57	60	65	58	57	71	☠️35	58	64	69	60	67	62	68	⭐85	85	78
Ecosystem & Community
4.2.1Community size	70	82	40	38	35	42	70	57	32	42	58	58	73	46	85	82	79	☠️25	82	55	36	40	38	47	50	40	64	53	86	57	50	85	82	54	66	40	66	87	65	46	80	⭐95	95	60
4.2.2Community engagement	65	68	52	42	38	57	67	56	38	48	70	65	67	45	83	78	61	☠️28	74	60	40	41	35	52	52	45	66	58	73	54	50	70	80	52	62	40	64	75	68	44	70	84	⭐86	67
4.2.3Partner ecosystem	75	⭐92	57	67	45	48	77	72	66	50	60	62	64	55	82	79	42	47	85	62	62	☠️32	46	57	55	65	77	73	55	63	68	90	70	65	85	56	65	60	66	72	78	82	85	70
4.2.4Third-party content	55	78	40	38	38	45	72	52	35	42	66	60	67	38	70	83	63	☠️18	82	58	40	28	38	46	40	40	63	53	72	60	50	80	78	48	67	38	61	75	63	48	82	⭐95	95	58
Market Signals
4.3.1Talent availability	57	68	40	45	40	38	75	52	42	38	62	55	62	42	61	70	53	☠️22	78	55	42	33	41	40	43	40	57	54	61	55	55	80	68	47	65	44	52	75	57	46	73	⭐95	95	60
4.3.2Customer momentum	60	75	56	71	58	50	74	74	45	48	64	65	65	54	61	62	76	37	81	70	56	22	☠️15	62	56	57	68	69	⭐83	65	60	70	80	28	69	51	70	68	67	72	80	62	68	72
4.3.3Funding and stability	49	⭐92	46	75	55	50	88	70	48	50	58	58	57	52	78	80	79	73	86	65	42	☠️29	43	65	56	72	68	65	86	55	62	88	84	33	57	55	75	68	70	52	68	60	60	71
4.3.4Competitive positioning	62	68	52	73	55	47	75	68	60	54	64	60	59	55	59	64	66	38	74	62	47	☠️22	22	64	57	55	80	72	⭐82	60	66	64	77	46	75	57	80	65	66	75	79	62	63	72
4.3.5Customer sentiment	69	60	69	82	72	58	65	71	60	50	58	76	63	55	69	54	63	☠️37	80	76	57	45	58	73	68	50	55	58	82	67	63	60	⭐84	40	65	50	77	79	78	55	73	70	70	75
5. Total Cost of Ownership
5. Total Cost of Ownership	42	25	62	46	46	66	64	68	41	68	70	71	64	54	73	68	75	29	67	67	48	69	42	66	45	48	40	45	⭐79	70	41	34	75	☠️24	40	42	72	73	72	55	63	76	58	53
Licensing
5.1.1Pricing transparency	35	30	64	36	40	65	60	68	32	78	74	72	62	52	⭐95	78	83	35	82	76	46	95	45	60	35	55	35	30	85	72	32	30	74	☠️25	25	35	80	76	90	45	70	95	35	56
5.1.2Pricing model fit	39	☠️18	60	50	48	72	54	60	45	52	78	65	50	55	⭐90	73	72	35	55	50	43	88	52	58	45	46	47	35	85	58	40	30	60	30	38	33	62	64	85	55	50	85	55	60
5.1.3Feature gating	45	☠️28	48	45	58	66	45	54	45	38	66	60	52	48	⭐95	76	62	55	45	48	62	90	48	55	50	50	42	44	92	52	45	38	53	30	47	40	51	45	70	42	48	80	60	55
5.1.4Contract flexibility	41	26	45	34	35	60	55	66	30	62	75	70	57	45	92	82	78	25	66	65	33	⭐95	38	62	48	45	35	35	90	62	35	☠️22	78	26	32	30	70	82	85	35	60	90	45	40
5.1.5Free / Hobby Tier	15	15	38	31	10	72	48	62	12	72	72	67	60	62	90	85	55	20	62	70	57	88	20	40	70	62	☠️5	10	⭐92	62	20	5	82	8	15	15	48	82	88	25	55	92	5	22
Implementation Cost Signals
5.2.1Time-to-first-value	48	28	70	47	38	68	75	78	58	75	70	76	76	68	53	66	83	25	82	78	66	55	40	72	40	43	48	59	80	80	42	40	⭐88	☠️22	48	35	85	82	55	68	82	72	60	60
5.2.2Typical implementation timeline	42	☠️20	66	44	55	66	72	65	42	68	70	71	70	50	45	57	⭐80	25	75	70	45	52	48	68	42	45	47	45	70	75	42	35	75	20	30	40	75	75	55	60	75	60	65	52
5.2.3Specialist cost premium	40	☠️18	68	40	40	62	68	64	38	72	68	76	76	45	45	52	75	22	68	68	41	38	45	70	42	38	42	42	80	82	55	30	72	22	27	35	78	⭐85	58	62	55	70	85	52
Operational Cost Signals
5.3.1Hosting costs	52	35	78	65	70	67	82	80	58	78	54	82	58	50	55	56	72	28	85	82	42	68	45	85	50	45	54	72	57	82	50	65	⭐89	☠️20	68	75	88	67	58	80	82	58	70	65
5.3.2Ops team requirements	55	38	80	62	68	57	85	80	45	80	60	82	58	50	40	47	78	25	85	78	37	35	40	82	40	42	52	70	52	85	48	60	85	☠️18	71	75	⭐88	52	54	82	82	44	80	65
5.3.3Vendor lock-in and exit cost	48	☠️20	60	55	48	72	62	70	45	68	75	65	78	60	⭐90	75	79	27	32	58	56	53	40	69	40	55	35	57	80	58	42	20	70	37	41	50	66	90	82	48	35	85	78	48
6. Build Simplicity
6. Build Simplicity	48	☠️25	67	54	48	48	64	71	49	68	68	71	69	58	54	58	67	31	63	68	55	54	39	68	45	55	55	58	65	⭐72	53	45	72	33	63	43	70	70	67	65	66	63	62	58
Learning Curve
6.1.1Concept complexity	38	☠️8	66	48	45	45	73	72	42	78	67	74	70	54	61	50	76	25	55	78	50	52	35	68	34	56	44	55	70	68	54	30	45	28	48	30	70	78	65	55	56	⭐83	82	52
6.1.2Onboarding resources	59	50	62	56	50	42	80	80	68	70	73	78	67	60	48	67	71	☠️35	83	75	57	42	46	72	57	57	72	57	47	77	57	82	85	47	67	52	74	72	67	73	84	82	⭐88	76
6.1.3Framework familiarity	43	☠️25	72	65	45	42	80	⭐88	52	76	63	79	73	55	59	52	66	25	42	78	63	60	33	72	41	45	50	66	88	72	50	52	82	35	74	42	78	84	64	64	52	47	45	52
Implementation Complexity
6.2.1Boilerplate and starter quality	58	43	72	42	38	☠️35	70	71	50	66	72	70	63	64	46	64	52	36	74	65	64	45	40	60	45	62	76	63	68	75	58	59	⭐82	41	74	40	75	74	72	75	72	68	78	60
6.2.2Configuration complexity	40	☠️16	64	52	42	52	60	61	40	72	62	69	61	63	52	51	75	22	65	62	62	53	33	75	37	53	42	59	68	76	42	32	⭐82	20	68	40	58	62	68	53	68	50	35	57
6.2.3Data modeling constraints	50	☠️26	56	51	58	48	36	50	45	58	66	63	68	52	45	60	43	32	45	58	40	62	40	58	48	55	53	57	42	66	55	40	⭐80	45	62	45	68	52	62	63	52	40	40	63
6.2.4Preview and editing integration	62	42	62	58	52	62	46	55	55	56	66	68	65	64	57	65	52	58	75	62	58	50	43	58	58	67	60	57	52	63	50	58	65	40	55	52	55	63	68	70	⭐77	52	☠️35	58
Team & Talent
6.3.1Required specialization	35	☠️10	74	57	42	44	75	74	42	74	66	76	73	54	60	52	76	22	55	74	60	50	38	75	39	45	53	58	⭐82	76	48	31	66	22	53	40	73	82	65	62	59	63	60	52
6.3.2Team size requirements	42	☠️12	74	48	45	52	78	82	42	78	76	76	77	56	52	54	83	25	72	76	48	62	36	75	38	50	48	54	80	80	52	35	82	20	65	38	76	⭐85	72	65	76	68	78	52
6.3.3Cross-functional complexity	57	☠️27	70	62	66	58	41	81	65	45	69	55	72	62	56	68	79	30	68	47	56	59	47	68	53	60	62	59	44	71	65	42	55	32	79	60	79	46	72	82	74	⭐83	82	65
7. Operational Ease
7. Operational Ease	50	41	69	53	53	48	62	68	49	62	59	66	46	54	50	53	64	37	64	63	51	49	40	⭐70	43	48	51	66	47	66	44	58	65	☠️33	54	65	62	50	61	66	64	54	61	59
Upgrade & Patching
7.1.1Upgrade difficulty	50	70	78	54	48	42	80	⭐87	40	68	56	82	42	60	46	58	68	35	80	78	45	59	35	82	35	50	38	79	48	72	40	68	68	☠️25	51	75	80	52	58	75	76	58	35	61
7.1.2Security patching	58	62	86	55	62	48	⭐88	88	52	80	53	87	41	60	73	68	62	47	84	85	62	46	40	85	48	45	52	82	42	84	40	76	87	☠️27	76	80	85	52	70	85	85	52	87	58
7.1.3Vendor-forced migrations	40	☠️18	60	48	56	62	25	52	48	42	⭐74	55	33	48	48	52	66	37	38	50	38	50	30	68	36	50	44	60	53	48	60	45	44	38	18	55	42	49	55	64	52	60	38	58
7.1.4Dependency management	45	38	80	52	50	52	⭐85	85	42	80	57	76	54	52	35	33	69	25	80	82	42	52	40	80	36	47	56	72	52	80	40	80	60	☠️20	65	78	82	47	56	75	78	50	40	52
Operational Overhead
7.2.1Monitoring requirements	53	45	68	60	55	35	83	78	50	64	44	64	42	52	40	42	65	☠️30	69	65	55	38	38	75	47	51	62	70	38	67	38	50	75	30	60	71	68	48	56	60	60	42	⭐88	66
7.2.2Content operations burden	45	☠️22	60	44	50	42	70	56	58	56	48	49	48	50	35	40	57	40	52	45	60	55	42	⭐72	50	47	63	58	42	50	48	45	65	35	63	64	54	50	65	50	54	50	32	45
7.2.3Performance management	48	40	72	60	60	42	77	78	55	78	58	76	45	57	50	52	68	☠️30	75	78	57	60	38	78	42	52	50	73	45	78	40	55	76	34	46	70	82	51	57	80	78	52	⭐88	68
Support & Resolution
7.3.1Support tier quality	55	42	68	64	64	45	44	52	58	54	60	64	50	62	45	45	53	45	50	55	58	☠️18	55	60	48	50	53	55	48	65	50	43	42	38	55	64	45	44	55	62	44	40	⭐84	67
7.3.2Community support quality	60	35	48	37	☠️28	52	35	51	30	45	72	50	60	40	75	72	64	30	63	48	40	55	40	52	43	38	53	50	57	58	30	70	66	50	52	38	42	58	70	45	68	80	⭐90	52
7.3.3Issue resolution velocity	46	34	64	55	60	52	38	52	58	62	64	60	54	62	42	54	⭐66	42	53	48	55	62	42	47	40	50	48	55	45	60	48	45	66	☠️30	56	54	42	52	63	65	50	50	38	62
8. Use-Case Fit
8. Use-Case Fit	55	⭐67	36	51	47	41	39	48	51	35	38	35	33	42	55	49	30	39	42	36	52	☠️27	44	34	60	49	58	51	33	34	51	47	43	53	60	51	42	31	44	44	40	46	49	43
Marketing Sites
8.1.1Landing page tooling	70	85	62	68	57	66	55	72	70	42	50	66	50	70	65	78	52	☠️35	86	54	72	38	65	55	64	72	80	74	48	74	72	57	68	70	79	74	88	41	58	78	⭐90	72	72	65
8.1.2Campaign management	58	78	33	78	48	35	40	57	55	32	35	28	30	36	35	38	48	30	⭐80	37	63	☠️22	63	45	63	60	67	60	25	30	62	45	41	75	79	44	50	25	38	48	32	40	40	63
8.1.3SEO tooling	80	85	68	42	64	69	50	52	66	38	55	62	44	63	78	83	76	☠️35	⭐87	46	74	62	55	55	62	56	77	60	68	60	78	42	57	72	86	72	55	40	65	67	80	82	82	69
8.1.4Performance marketing	60	75	33	66	56	52	40	42	54	30	33	☠️22	25	40	47	50	58	22	⭐82	32	65	32	63	30	52	52	66	70	40	28	70	38	35	62	76	69	38	22	55	35	55	55	55	65
8.1.5Personalization and targeting	54	80	33	80	54	30	65	66	68	22	☠️20	22	20	58	50	35	38	42	70	41	72	20	54	30	72	66	76	62	20	35	70	52	47	72	⭐88	71	30	20	62	80	70	40	48	63
8.1.6A/B testing and experimentation	60	78	28	80	60	20	62	72	68	20	36	22	☠️15	62	50	46	22	18	70	30	68	15	60	28	68	52	76	72	38	20	70	20	50	70	⭐84	60	63	25	60	72	74	44	60	42
8.1.7Content velocity	62	80	60	53	62	64	59	74	66	58	57	71	46	62	58	70	58	45	80	51	70	☠️35	56	60	64	68	76	70	47	68	69	45	65	58	⭐84	71	77	57	58	75	79	70	70	65
8.1.8Multi-channel publishing	65	⭐78	55	78	64	35	55	72	72	52	48	65	55	58	62	55	62	48	62	55	55	☠️25	46	62	65	52	65	65	45	48	52	42	67	62	66	48	55	58	50	48	32	48	55	62
8.1.9Marketing analytics integration	55	⭐80	42	72	62	42	59	65	62	58	35	28	28	52	45	52	68	28	74	28	58	30	55	28	58	65	68	62	☠️25	32	60	38	43	68	65	53	42	30	55	48	70	44	70	52
8.1.10Brand and design consistency	68	⭐82	45	48	56	55	50	64	56	35	38	45	35	50	58	62	43	45	65	32	62	30	48	45	64	61	67	65	35	58	62	48	45	70	79	68	57	☠️22	45	75	80	50	55	45
8.1.11Social and sharing integration	42	55	32	33	44	42	32	38	47	44	42	42	35	30	45	48	⭐63	☠️20	58	28	45	25	56	25	42	38	42	45	35	38	42	32	37	45	43	40	35	28	38	28	38	58	60	30
8.1.12Marketing asset management	73	⭐91	50	38	58	42	47	68	64	48	50	73	42	52	52	48	42	55	42	46	55	☠️35	45	45	58	62	67	62	38	45	55	38	60	60	84	60	56	46	42	52	38	47	50	58
8.1.13Marketing localization	63	⭐82	50	58	50	50	50	57	62	52	52	50	48	50	72	62	☠️20	60	68	55	66	40	55	52	60	62	68	62	45	57	62	44	45	70	81	57	61	53	48	55	62	46	48	60
8.1.14MarTech ecosystem connectivity	68	82	52	72	55	42	56	67	62	40	38	30	32	36	58	52	42	☠️22	⭐86	35	66	28	52	42	63	68	72	68	25	32	68	68	48	52	68	64	47	47	48	70	62	55	62	50
Commerce
8.2.1Product content depth	64	⭐75	48	68	57	46	55	55	68	48	65	58	52	48	70	65	25	☠️15	35	57	44	25	62	48	73	40	75	62	58	48	48	55	56	43	58	38	52	45	52	58	55	64	65	58
8.2.2Merchandising tools	47	70	18	⭐90	22	24	20	20	52	18	40	18	18	16	55	48	15	☠️10	25	22	22	22	55	20	55	36	66	50	20	18	36	56	20	40	52	24	15	15	42	28	18	57	55	44
8.2.3Commerce platform synergy	55	⭐85	46	78	48	40	60	52	76	40	58	60	35	36	40	45	28	☠️18	38	62	36	18	30	42	45	55	80	63	35	50	46	47	60	35	68	38	52	40	48	78	32	50	50	38
8.2.4Content-driven storytelling	45	72	42	70	48	32	45	49	⭐76	38	50	60	38	38	68	55	30	☠️18	35	42	36	18	45	38	55	48	73	58	35	42	45	35	56	42	48	30	58	42	38	62	60	64	65	48
8.2.5Checkout and cart content	38	50	25	55	15	22	18	32	48	28	48	28	18	22	42	35	☠️12	12	15	28	22	15	45	15	55	28	⭐60	35	28	18	38	38	20	32	38	18	22	22	35	30	58	52	52	35
8.2.6Post-purchase content	38	42	20	⭐70	15	22	18	45	42	20	38	18	20	18	38	42	☠️12	12	40	20	20	15	42	20	42	20	52	30	20	15	32	30	20	35	28	18	18	22	33	22	32	44	40	42
8.2.7B2B commerce content	52	66	25	52	30	30	22	32	46	22	48	25	35	42	65	55	22	32	38	32	42	28	42	28	⭐77	38	65	40	35	22	45	68	34	48	55	32	30	28	45	28	☠️18	40	38	32
8.2.8Search and discovery content	55	58	32	⭐88	52	32	28	45	48	32	35	32	28	38	58	50	☠️20	20	28	28	48	22	45	22	62	40	71	58	22	22	46	47	42	52	73	52	27	22	35	32	25	46	50	42
8.2.9Promotional content management	45	67	38	⭐76	40	35	30	44	52	32	42	35	34	42	55	52	36	☠️18	35	32	34	28	52	35	52	42	70	46	25	30	52	38	41	55	52	38	38	38	42	48	42	56	58	49
8.2.10Multi-storefront content	62	⭐75	45	75	50	40	48	52	70	40	52	28	42	55	50	50	☠️18	38	30	40	56	18	45	45	58	52	72	55	40	42	58	42	55	55	70	38	57	22	45	58	25	48	52	52
8.2.11Visual commerce and media	52	⭐82	30	55	38	35	35	54	50	30	38	52	35	☠️28	40	40	30	35	28	32	34	30	38	28	45	38	54	52	28	38	38	28	46	38	56	38	46	41	30	42	35	44	45	40
8.2.12Marketplace and seller content	28	⭐38	18	35	25	20	20	28	26	22	25	18	30	22	35	35	☠️12	12	15	25	18	22	18	18	22	25	25	28	25	18	22	32	28	22	22	18	22	22	20	15	15	38	32	22
8.2.13Commerce content localization	55	⭐72	45	58	42	40	48	55	58	38	52	58	45	42	72	60	☠️15	28	38	50	44	30	50	42	58	50	72	52	50	48	52	38	46	55	67	38	53	52	45	48	28	48	50	52
8.2.14Commerce conversion analytics	44	62	20	⭐72	26	25	18	45	45	55	28	18	18	28	28	35	22	☠️12	52	18	32	15	43	15	45	42	60	45	15	18	48	28	20	45	55	32	18	18	40	38	45	42	42	32
Intranet & Internal
8.3.1Access control depth	72	78	38	45	58	68	65	58	45	40	52	48	60	64	85	72	34	82	55	62	70	62	63	65	⭐88	70	73	60	75	40	68	85	64	80	82	70	70	57	68	42	☠️20	52	55	60
8.3.2Knowledge management	63	55	38	32	54	52	54	53	50	37	42	38	49	45	75	55	35	72	45	50	65	48	52	65	⭐78	58	63	54	48	38	55	75	58	68	73	62	52	49	65	28	☠️22	48	55	45
8.3.3Employee experience	51	48	20	25	34	50	30	28	22	22	25	☠️18	22	30	55	40	20	75	30	32	52	32	28	30	⭐83	45	52	38	30	22	45	67	30	55	52	55	25	25	52	18	18	38	35	32
8.3.4Internal communications	45	42	22	15	34	45	18	28	22	20	18	18	22	28	45	40	30	55	18	22	48	30	32	18	⭐70	45	45	34	20	☠️12	43	48	22	48	30	55	18	32	35	12	15	32	32	20
8.3.5People directory and org chart	32	28	15	12	22	28	15	20	15	15	18	18	25	24	48	35	☠️10	48	15	18	34	18	18	20	⭐60	25	20	22	22	12	22	42	28	22	18	58	12	28	22	10	12	26	22	15
8.3.6Policy and document management	45	52	30	14	40	42	28	36	38	31	28	33	34	40	55	45	18	52	18	30	45	24	40	30	⭐62	38	42	38	35	22	38	48	38	45	45	50	28	41	38	☠️10	18	30	30	28
8.3.7Onboarding content delivery	35	32	18	15	24	32	18	25	18	15	18	15	22	24	42	32	22	38	18	22	35	18	22	20	⭐55	30	32	28	20	18	38	54	28	38	28	32	22	28	28	☠️12	15	26	25	22
8.3.8Enterprise search quality	60	48	22	32	48	38	27	40	40	30	22	22	22	34	68	48	22	42	22	24	62	28	40	20	68	42	55	46	22	☠️18	58	52	30	55	58	⭐74	18	32	38	18	18	40	48	34
8.3.9Mobile and frontline access	35	38	28	42	34	30	22	35	30	30	25	☠️18	28	34	42	38	30	40	25	25	38	30	28	20	50	32	32	35	25	28	32	⭐57	28	32	35	38	33	32	30	20	25	36	38	28
8.3.10Learning and training integration	32	28	15	12	16	25	12	22	15	15	12	12	15	18	⭐55	30	12	32	15	22	32	18	18	15	42	25	22	20	15	12	28	42	18	20	15	28	12	18	20	☠️10	12	34	28	15
8.3.11Social and collaboration features	38	25	15	15	34	32	12	22	34	18	18	18	18	18	62	40	32	45	15	15	28	25	17	12	⭐68	32	18	22	15	12	18	62	20	22	18	58	12	18	30	☠️10	12	32	28	15
8.3.12Workplace tool integration	32	32	25	22	38	25	43	36	25	45	☠️15	22	28	24	52	42	25	22	38	20	50	28	26	20	⭐72	33	42	30	22	20	48	52	35	38	34	45	28	22	28	15	20	28	32	20
8.3.13Content lifecycle and archival	50	50	32	22	46	44	32	38	35	35	30	32	33	40	60	50	☠️18	48	20	22	52	32	38	48	55	40	45	45	25	18	28	48	40	48	⭐66	65	33	34	32	25	22	26	25	30
8.3.14Internal analytics and engagement	38	44	15	28	30	30	22	30	25	28	18	15	18	25	38	35	24	32	25	15	45	20	28	15	⭐52	34	44	36	15	15	40	42	22	42	40	50	☠️12	18	28	12	15	26	28	20
Multi-Brand / Multi-Tenant
8.4.1Tenant isolation	78	⭐90	60	62	64	58	70	70	58	62	55	60	45	62	65	65	35	70	42	65	72	☠️28	50	58	72	62	68	62	55	60	48	50	67	68	85	60	67	30	65	65	60	66	70	57
8.4.2Shared component library	73	⭐92	52	58	72	58	44	55	68	38	55	25	38	68	57	62	25	60	44	47	68	☠️22	55	45	68	65	73	67	42	55	68	55	58	75	82	64	62	25	62	78	62	56	65	58
8.4.3Governance model	73	⭐92	50	60	66	62	60	69	66	52	47	38	35	58	67	55	☠️22	65	42	52	70	25	53	50	68	65	68	62	38	40	62	65	58	72	87	66	67	25	58	70	50	48	68	58
8.4.4Scale economics	65	65	48	55	60	65	42	53	56	55	65	40	56	60	60	⭐73	50	37	☠️30	45	52	50	52	40	56	50	55	48	48	50	68	35	55	45	46	42	48	37	65	58	38	56	55	50
8.4.5Brand theming and style isolation	68	⭐80	30	55	64	52	38	50	58	35	40	25	42	55	60	62	35	60	52	25	62	35	38	22	62	55	60	55	30	42	60	48	42	72	73	63	45	☠️18	45	72	58	56	60	48
8.4.6Localized content governance	55	⭐76	40	52	46	40	42	53	62	32	35	35	30	42	52	45	☠️15	52	35	37	63	20	45	32	55	52	63	50	35	38	50	42	37	62	68	48	50	22	38	40	32	38	40	42
8.4.7Cross-brand analytics	38	⭐62	☠️15	48	36	25	25	35	35	30	18	15	20	28	30	30	15	18	32	18	40	15	30	15	45	30	32	32	15	18	42	32	32	32	40	45	20	18	25	28	25	32	45	22
8.4.8Brand-specific workflows	55	⭐72	50	34	62	48	42	56	55	44	32	50	32	46	62	48	25	52	42	42	60	☠️22	50	42	62	48	63	58	30	38	55	52	50	68	65	60	50	28	45	43	42	42	45	48
8.4.9Content syndication and sharing	65	⭐88	42	48	66	40	22	40	69	35	42	22	30	52	48	33	18	62	28	47	68	☠️15	40	25	62	65	52	45	30	25	58	38	43	62	65	50	52	18	35	61	38	40	42	42
8.4.10Regional compliance controls	55	⭐66	25	52	38	44	28	47	35	☠️15	25	32	25	38	62	45	24	42	32	28	52	20	40	35	50	42	38	42	22	30	48	38	38	52	65	48	30	28	32	28	25	36	40	32
8.4.11Design system management	68	⭐80	30	40	50	44	32	43	48	22	22	22	22	40	55	55	18	48	32	22	58	18	28	☠️15	63	52	49	55	22	44	52	50	40	55	70	68	50	18	37	72	58	38	38	38
8.4.12Cross-brand user management	68	⭐74	55	58	66	55	55	65	64	54	48	50	40	64	57	48	☠️18	58	45	48	68	18	50	45	68	65	67	60	48	45	60	62	56	70	73	62	59	28	55	60	55	54	60	57
8.4.13Multi-brand content modeling	55	⭐70	42	42	50	40	35	38	46	32	45	30	35	42	55	48	☠️15	42	30	39	52	18	42	35	54	58	59	58	35	32	48	42	57	58	62	52	44	18	40	58	25	38	40	42
8.4.14Portfolio-level reporting	40	⭐58	15	42	36	25	26	30	22	15	18	☠️12	18	24	28	25	12	18	22	15	40	12	25	12	42	28	28	28	15	15	38	32	24	28	28	45	18	18	20	20	18	30	35	20
9. Regulatory Readiness & Trust
9. Regulatory Readiness & Trust	76	79	48	62	47	51	77	71	50	35	47	48	51	59	43	42	40	66	74	60	56	☠️34	47	77	76	63	74	70	39	43	65	⭐87	63	62	78	58	64	55	60	52	58	43	68	57
Data Privacy & Regulatory
9.1.1GDPR & EU data protection	82	85	62	84	58	44	85	82	70	45	66	70	62	64	50	48	64	72	87	74	86	40	62	82	80	75	80	81	☠️38	65	68	⭐92	87	70	85	72	82	78	81	82	68	52	82	65
9.1.2HIPAA & healthcare compliance	78	77	25	36	35	74	72	25	28	25	20	28	25	40	35	28	22	55	78	32	40	☠️18	38	70	68	25	80	74	20	25	74	⭐90	30	40	82	25	40	22	35	25	28	35	52	30
9.1.3Regional & industry regulations	78	81	45	67	45	68	75	76	42	30	30	50	38	55	30	40	28	52	73	58	47	☠️18	42	64	67	49	68	57	22	43	60	⭐92	62	57	77	60	58	28	50	50	55	30	82	55
Security Certifications
9.2.1SOC 2 Type II	83	80	76	83	58	65	88	90	30	28	35	32	85	83	20	22	28	66	89	84	30	☠️5	35	85	78	86	82	82	25	60	80	⭐93	72	75	88	50	50	84	35	85	78	20	55	76
9.2.2ISO 27001 / ISO 27018	75	85	48	81	40	62	80	75	74	30	30	72	35	74	20	22	28	72	70	72	72	☠️5	52	83	80	72	81	82	25	52	65	⭐92	38	72	85	70	65	38	74	35	82	20	62	72
9.2.3Additional certifications	75	80	38	69	47	68	76	55	45	32	40	42	45	64	15	32	32	63	68	55	52	☠️5	45	73	74	55	68	58	20	45	54	⭐85	48	60	79	62	55	42	45	45	62	15	72	45
Data Governance
9.3.1Data residency & sovereignty	77	84	70	70	60	35	75	80	70	42	60	48	63	74	80	50	62	80	78	85	77	78	70	85	82	80	80	72	80	☠️33	76	⭐90	75	80	82	65	78	74	82	68	40	80	75	76
9.3.2Data lifecycle & deletion	70	74	52	69	48	45	78	81	58	50	60	58	57	62	45	52	58	62	78	60	76	45	55	72	76	55	75	62	☠️28	50	56	⭐86	74	55	76	66	65	56	58	50	60	48	72	58
9.3.3Audit logging & compliance reporting	76	80	45	56	52	45	⭐93	82	52	52	40	58	56	55	55	50	42	70	70	58	66	45	55	76	75	78	72	65	44	☠️35	65	89	70	60	79	72	68	64	57	42	67	50	75	55
Platform Accessibility
9.4.1Authoring UI accessibility	70	64	28	32	35	35	62	64	45	☠️25	63	35	40	32	62	62	34	62	58	38	30	57	30	⭐77	73	52	64	65	62	30	55	72	62	55	65	45	72	54	72	35	52	60	68	44
9.4.2Accessibility documentation	62	74	☠️22	25	32	28	60	58	25	22	66	25	32	30	45	50	22	58	60	25	25	40	25	64	73	42	50	50	42	22	46	⭐77	56	38	58	45	60	30	62	25	45	42	55	30
10. AI Enablement
10. AI Enablement	59	75	36	62	62	20	77	77	53	65	42	30	48	50	57	55	23	22	62	45	56	24	☠️17	63	57	59	72	⭐78	41	38	60	56	74	44	78	37	61	37	53	64	61	53	47	52
AI Content Creation
10.1.1AI text generation & editing	62	70	52	66	72	30	82	⭐88	72	78	43	25	55	55	64	66	15	35	80	70	60	28	☠️12	70	64	68	73	83	42	52	72	52	82	60	82	52	77	28	66	75	68	60	52	65
10.1.2AI image & media generation	60	⭐82	22	40	36	20	65	68	52	82	45	28	55	62	55	54	20	25	52	22	45	25	☠️8	52	53	70	70	67	30	22	42	15	77	40	70	20	52	45	44	45	60	57	42	45
10.1.3AI translation assistance	52	70	48	45	58	☠️15	⭐78	58	55	70	47	38	72	60	57	55	15	40	68	68	65	35	45	72	58	70	70	68	38	60	58	20	74	62	78	20	77	50	38	68	58	56	40	66
10.1.4AI metadata & SEO automation	65	80	30	48	57	28	72	77	64	67	42	22	35	52	55	56	25	25	65	44	74	30	☠️16	67	45	65	79	⭐83	42	63	66	28	73	48	82	38	71	28	52	72	75	58	50	55
AI Workflow Automation
10.2.1AI-assisted content operations	62	73	30	62	65	22	⭐82	82	56	74	36	22	50	55	65	64	☠️20	38	64	50	65	25	24	72	60	55	69	82	35	58	62	28	76	54	76	38	70	40	56	74	55	52	58	58
10.2.2Agentic workflow automation	50	82	35	78	75	☠️5	79	89	60	82	38	22	47	38	67	55	15	8	78	62	52	8	5	82	68	60	78	⭐92	28	44	68	82	87	35	89	35	76	28	60	82	70	50	55	52
10.2.3Content intelligence & insights	56	68	20	58	42	☠️10	68	66	40	52	30	18	35	25	45	38	22	10	60	18	45	20	18	64	48	45	71	75	30	20	58	35	72	35	⭐80	58	42	12	34	55	61	40	65	50
10.2.4AI content auditing & quality	65	76	25	38	55	10	62	67	40	55	36	20	25	25	58	42	12	15	45	42	66	20	☠️8	70	35	45	72	69	30	20	52	35	⭐78	48	72	55	50	12	33	62	62	42	22	50
AI Search & Personalization
10.3.1AI/semantic search	60	67	22	⭐80	70	15	70	55	52	56	33	22	20	65	47	48	28	☠️12	25	20	28	20	22	65	62	60	60	76	56	20	68	58	79	35	78	68	30	28	60	64	38	50	18	35
10.3.2AI-powered personalization	56	87	15	⭐88	28	12	79	80	42	22	☠️10	15	10	25	30	28	15	20	60	15	25	18	28	28	50	35	76	84	25	18	70	78	40	62	83	26	35	12	24	57	70	32	40	42
AI Platform & Extensibility
10.4.1MCP server availability	64	⭐93	84	70	80	42	88	83	15	84	74	65	82	60	42	42	68	☠️0	78	80	68	40	0	78	66	58	78	80	67	72	82	70	92	35	88	5	74	82	70	82	88	60	72	68
10.4.2Bring your own AI model/key (BYOM/BYOK)	62	55	38	65	80	32	⭐88	84	76	32	62	44	74	80	85	80	8	48	58	8	85	38	32	20	60	82	56	58	65	12	25	82	62	22	46	☠️5	68	48	84	40	12	80	55	20
10.4.3AI developer extensibility & agent APIs	70	86	64	72	70	28	85	86	56	85	66	62	55	60	68	68	58	32	63	58	62	35	☠️25	68	64	66	77	77	65	66	52	79	⭐91	35	88	30	63	76	63	70	77	71	62	64
10.4.4AI governance, safety & audit trails	52	76	38	60	78	20	⭐85	85	70	70	44	30	72	58	63	70	22	10	72	70	68	15	☠️8	84	70	70	79	84	32	28	62	82	66	46	84	50	64	40	58	57	68	45	52	50
10.4.5AI observability & usage analytics	42	62	15	42	68	8	60	81	35	68	27	18	45	25	63	55	10	8	56	42	40	8	☠️5	45	50	22	74	⭐85	22	16	40	74	68	25	62	38	72	38	54	40	52	42	20	57