Get a comprehensive readiness score across 7 core optimization pillars with detailed breakdowns, evidence, and prioritized fixes. Stop guessing — start measuring what AI assistants actually look for.
LLM Readiness Score Dashboard
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Every audit scores your content across these dimensions
Does your content directly answer the questions your audience asks AI assistants? We measure clarity, completeness, and Q&A coverage.
Are claims backed by citations, sources, and evidence? AI assistants favor content they can verify and trust.
Is your content organized with clear headings, sections, and anchors? Good structure helps AI parse and reference your content.
Are dates visible and content current? Fresh signals tell AI your content is relevant and maintained.
Does author and organization information establish expertise? Authority signals drive AI trust.
Can AI crawlers reach and render your content? Performance, paywalls, and robots rules all matter.
Is your content free from harmful, misleading, or policy-violating signals that reduce AI confidence?
A single weighted score that summarizes your content's likelihood of being cited by AI assistants.
Audit Pillar Breakdown & Technical Checks
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Every pillar score comes with the signals and evidence behind it. You'll see exactly which technical checks passed, warned, or failed — JSON-LD schema, author markup, section anchors, crawlability, performance, and more — plus prioritized suggestions ranked by impact.
It's a weighted score (0–100) summarizing how likely AI assistants like ChatGPT, Perplexity, and Claude are to reference and cite your content. Higher scores mean better visibility in AI-generated answers.
Traditional SEO optimizes for search engine rankings. LLM readiness optimizes for AI assistants that synthesize answers — which requires verifiable claims, clear structure, and authority signals that traditional SEO often ignores.
Yes. Site-wide audits crawl your domain and score every page. The page cap depends on your plan — Free audits one URL, Pro up to 25 pages, Enterprise up to 100, and Agency up to 500.
Content drifts. We recommend re-auditing after any major content change and on a regular schedule. The content monitor feature can alert you automatically when tracked pages change.
Yes. Competitor analysis is built in — you can audit competitor URLs and compare pillar scores side by side to find where you're winning and losing.
Run a free LLM readiness audit on any URL and get your score across all 7 pillars in minutes.
Run a Free Audit