Sonar
AI SEO Standard
CiteRank: The Generative Engine Optimization Benchmark
Benchmark your website's machine legibility and citation probability across ChatGPT Search, Perplexity AI, and Google Gemini with Sonar's CiteRank standard.
TECHNICAL SEO & GEO GUIDES
Technical SEO Audits &
Generative Search (GEO) Standards.
In-depth guides on AI citation readiness (CiteRank), information gain algorithms, orphan page remediation, and technical website SEO audits.
Content Quality Standard
Information Gain Score: AI SEO & Patent 10795944 Guide
Learn how Google's Information Gain patent evaluates content novelty and how Sonar's IGS metric helps websites defeat synthetic AI commoditization.
Algorithm Safety Standard
Update Resilience Index: Protect Against Google Updates
Audit website penalty risks, layout stability, and architectural immunity against broad Google Core Updates with Sonar's Update Resilience Index.
Feature guide
How to Run a Free Website SEO Audit with Sonar
Audit your website with Sonar, understand technical findings, prioritize fixes and verify changes without confusing a health score with Google rankings.
Feature guide
How to Find and Fix Orphan Pages Without Guessing
Learn what orphan pages are, verify sample-based crawl findings, add useful internal links and recheck the result with Sonar.
Comparison
Sonar vs Ahrefs vs Semrush: Choose by the SEO Job
Compare Sonar, Ahrefs and Semrush by technical audits, backlink research, keyword data and ownership evidence, with clear Sonar limitations.