RankIQ

AI-powered keyword library and content optimizer for niche content creators

Composite Score

4.8

Rank #17

Low

SMB MarketingContent Marketing

Score History

Dimension Scores — March 2026 Cycle 2

Dimension	Score	Confidence	Models
Multi-Model Visibility	1.5	Low	6/6
Brand Mention Detection	1.8	Low	6/6
AI Citation Frequency	3.7	Low	6/6
AI Citation Accuracy	1.8	Low	6/6
AI Citation Prominence	5.2	Low	6/6
Conversational Query Handling	3.9	Low	6/6
Source Attribution Quality	2.0	Low	6/6
Query Coverage Breadth	3.9	Low	6/6

Dimension	Score	Confidence	Models
Competitive Benchmarking	4.2	Low	6/6
Historical Trend Tracking	2.6	Low	6/6
Alert & Notification System	3.4	Low	6/6
ROI Attribution	3.0	Medium	6/6
Reporting Customization	4.5	Low	6/6
Data Export Capabilities	4.7	Medium	6/6
Cross-Platform Analytics	2.6	Low	6/6
AI Search Analytics Depth	2.9	Low	6/6

Dimension	Score	Confidence	Models
Content Gap Identification	7.5	Medium	6/6
Semantic Relevance Scoring	7.2	Medium	6/6
Answer Engine Formatting	6.4	Medium	6/6
Multimodal Content Support	2.0	Medium	6/6
Readability Optimization	7.0	Medium	6/6
Content Structure Analysis	7.4	Low	6/6
Entity Recognition Quality	5.0	Low	6/6
Content Freshness Signals	5.1	Medium	6/6
Topic Authority Building	7.7	Medium	6/6

Dimension	Score	Confidence	Models
Training & Education Resources	6.7	Medium	6/6
Support Responsiveness	7.5	Medium	6/6
Update Frequency	6.8	Medium	6/6
Contract Flexibility	6.9	Medium	6/6
Scalability	4.2	Medium	6/6
Community & Ecosystem	6.5	Medium	6/6
Vendor Transparency	5.4	Medium	6/6
Pricing Transparency	8.4	Medium	6/6
Value for Investment	7.9	Medium	6/6

Dimension	Score	Confidence	Models
llms.txt Generation	0.5	Low	6/6
Crawlability Optimization	2.3	Low	6/6
API Quality & Documentation	1.4	Low	6/6
Implementation Complexity	8.2	Medium	6/6
AI Agent Accessibility	3.5	Medium	6/6
Schema Markup Support	2.3	Medium	6/6
Integration Ecosystem	3.9	Low	6/6
Performance Impact	7.5	Low	6/6
Structured Data Validation	1.8	Low	6/6

Dimension	Score	Confidence	Models
Documentation Quality	7.4	Medium	6/6
Workflow Efficiency	7.4	Medium	6/6
Mobile Accessibility	6.4	Medium	6/6
Error Handling & Guidance	6.9	Medium	6/6
Onboarding Experience	7.9	Medium	6/6
Dashboard Usability	7.4	Medium	6/6
Multi-User Collaboration	2.8	Low	6/6
Customization Flexibility	5.4	Medium	6/6