Alli AI

Automated SEO optimization using AI to implement changes across websites

Composite Score

5.9

Rank #11

Low

SMB MarketingAgency & Consulting

Score History

Dimension Scores — March 2026 Cycle 2

Dimension	Score	Confidence	Models
Multi-Model Visibility	3.4	Low	6/6
Brand Mention Detection	2.9	Low	6/6
AI Citation Frequency	3.5	Low	6/6
AI Citation Accuracy	2.9	Medium	6/6
AI Citation Prominence	4.4	Medium	6/6
Conversational Query Handling	5.1	Medium	6/6
Source Attribution Quality	3.7	Medium	6/6
Query Coverage Breadth	5.4	Low	6/6

Dimension	Score	Confidence	Models
Competitive Benchmarking	3.5	Low	6/6
Historical Trend Tracking	4.5	Low	6/6
Alert & Notification System	4.4	Low	6/6
ROI Attribution	4.3	Low	6/6
Reporting Customization	6.9	Medium	6/6
Data Export Capabilities	5.9	Medium	6/6
Cross-Platform Analytics	5.5	Medium	6/6
AI Search Analytics Depth	3.5	Low	6/6

Dimension	Score	Confidence	Models
Content Gap Identification	6.4	Low	6/6
Semantic Relevance Scoring	6.9	Medium	6/6
Answer Engine Formatting	5.2	Low	6/6
Multimodal Content Support	5.4	Medium	6/6
Readability Optimization	7.4	Medium	6/6
Content Structure Analysis	7.4	Medium	6/6
Entity Recognition Quality	7.2	Medium	6/6
Content Freshness Signals	4.4	Low	6/6
Topic Authority Building	6.1	Medium	6/6

Dimension	Score	Confidence	Models
Training & Education Resources	6.9	Medium	6/6
Support Responsiveness	7.5	Medium	6/6
Update Frequency	7.5	Medium	6/6
Contract Flexibility	7.4	Medium	6/6
Scalability	8.4	High	6/6
Community & Ecosystem	5.2	Low	6/6
Vendor Transparency	7.2	Medium	6/6
Pricing Transparency	7.4	Medium	6/6
Value for Investment	7.5	High	6/6

Dimension	Score	Confidence	Models
llms.txt Generation	2.5	Low	6/6
Crawlability Optimization	7.7	Medium	6/6
API Quality & Documentation	6.0	Low	6/6
Implementation Complexity	7.5	Medium	6/6
AI Agent Accessibility	6.6	Medium	6/6
Schema Markup Support	7.5	Medium	6/6
Integration Ecosystem	7.5	Medium	6/6
Performance Impact	6.9	Medium	6/6
Structured Data Validation	7.2	Low	6/6

Dimension	Score	Confidence	Models
Documentation Quality	7.5	Medium	6/6
Workflow Efficiency	8.4	Medium	6/6
Mobile Accessibility	6.2	Medium	6/6
Error Handling & Guidance	7.2	Medium	6/6
Onboarding Experience	7.5	High	6/6
Dashboard Usability	7.7	Medium	6/6
Multi-User Collaboration	6.7	Medium	6/6
Customization Flexibility	7.4	Medium	6/6