Ahrefs

by Ahrefs · Website

SEO toolset with comprehensive backlink index, keyword research, and content analysis

Composite Score

6.0

Rank #12

Low

Enterprise SEOSMB MarketingAgency & ConsultingTechnical SEO

Dimension Scores — March 2026 Benchmark

Dimension	Score	Confidence	Models
AI Citation Accuracy	2.3	Low	6/6
AI Citation Frequency	2.6	Low	6/6
AI Citation Prominence	5.4	Medium	6/6
Brand Mention Detection	3.5	Low	6/6
Conversational Query Handling	4.9	Medium	6/6
Multi-Model Visibility	2.3	Medium	6/6
Query Coverage Breadth	7.2	Medium	6/6
Source Attribution Quality	4.2	Low	6/6

Dimension	Score	Confidence	Models
AI Search Analytics Depth	3.6	Medium	6/6
Alert & Notification System	7.2	Medium	6/6
Competitive Benchmarking	4.4	Low	6/6
Cross-Platform Analytics	4.4	Low	6/6
Data Export Capabilities	8.4	Medium	6/6
Historical Trend Tracking	8.2	Medium	6/6
ROI Attribution	4.0	Low	6/6
Reporting Customization	7.2	Medium	6/6

Dimension	Score	Confidence	Models
Answer Engine Formatting	4.4	Medium	6/6
Content Freshness Signals	5.3	Low	6/6
Content Gap Identification	7.6	Medium	6/6
Content Structure Analysis	6.3	Medium	6/6
Entity Recognition Quality	5.7	Low	6/6
Multimodal Content Support	3.7	Medium	6/6
Readability Optimization	4.4	Medium	6/6
Semantic Relevance Scoring	5.7	Medium	6/6
Topic Authority Building	8.3	Medium	6/6

Dimension	Score	Confidence	Models
Community & Ecosystem	7.9	Medium	6/6
Contract Flexibility	7.7	Medium	6/6
Pricing Transparency	8.4	Medium	6/6
Scalability	8.5	High	6/6
Support Responsiveness	8.2	High	6/6
Training & Education Resources	8.8	Medium	6/6
Update Frequency	8.5	Medium	6/6
Value for Investment	8.4	Medium	6/6
Vendor Transparency	7.8	Medium	6/6

Dimension	Score	Confidence	Models
AI Agent Accessibility	5.3	Low	6/6
API Quality & Documentation	7.8	Medium	6/6
Crawlability Optimization	7.5	Medium	6/6
Implementation Complexity	8.3	Medium	6/6
Integration Ecosystem	7.7	Medium	6/6
Performance Impact	8.8	Medium	6/6
Schema Markup Support	4.4	Medium	6/6
Structured Data Validation	6.0	Medium	6/6
llms.txt Generation	1.5	Medium	6/6

Dimension	Score	Confidence	Models
Customization Flexibility	6.8	Medium	6/6
Dashboard Usability	8.3	High	6/6
Documentation Quality	8.9	Medium	6/6
Error Handling & Guidance	7.9	Medium	6/6
Mobile Accessibility	6.4	Medium	6/6
Multi-User Collaboration	6.4	Medium	6/6
Onboarding Experience	8.1	Medium	6/6
Workflow Efficiency	8.2	Medium	6/6