How 3LA works — from audit to published improvement in four steps
Paste any URL. In about 45 seconds 3LA scores it across three layers — Human (readability and trust), Search (technical SEO and structured data) and AI (citation readiness and GEO grounding) — and returns prioritised actions. Fix the gap, re-audit and confirm your content moved from findable to citeable.
Step 1 — Discover: run a three-layer audit on any URL. Separate access problems from content problems.
Step 2 — Diagnose: inspect Layer 1 readability, Layer 2 search structure and Layer 3 AI-citability scores with drill-down recommendations.
Step 3 — Improve: use Content Optimizer or Pippa to rewrite content for all three audiences in one pass.
Step 4 — Publish and verify: ship through WordPress Connector, re-audit the live URL and monitor with AIR and Brand Analyzer.
Step 1: Discover the gap with a three-layer audit
Choose a public page and run a three-layer audit. The platform scores every URL across Layer 1 (human readability and trust), Layer 2 (technical SEO and structured data) and Layer 3 (AI-citability and GEO grounding). Separate problems that stop access, such as a blocked crawler, from problems that weaken the answer, such as an unclear heading or unsupported claim.
Each layer score comes with prioritised recommendations. The audit identifies which fixes move the needle most — a missing H1 matters more than a suboptimal sentence length. Use Brand Analyzer to see how AI models currently describe your brand, and Log Analyzer to check which AI crawlers visit your site.
Step 3: Improve content for all three audiences
Use Content Optimizer to rewrite text for readability (L1), search structure (L2) and AI-citability (L3) in a single pass. Pippa Content Studio generates structured drafts from a brief with atomic content units, claim-level references and FAQ markup. Collab lets analyst and writer work in the same thread with visible handoff badges.
Content Optimizer: paste a URL or draft, get a version tuned for all three layers.
Pippa: turn a topic brief into a citation-ready draft with semantic HTML.
Collab: shared thread with status badges like 'Suggests Pippa' and 'Content Ready'.
Step 4: Publish, verify and monitor
Publish through the WordPress Connector or your normal workflow. Re-audit the live URL and compare against the baseline. Monitor search performance via Search Insights (Google Search Console integration) and AI visibility via AIR and Brand Analyzer. The Command Center fuses all modules and answers the question: what should I do next?
Frequently Asked Questions
How long does a 3LA audit take?
A standard three-layer audit completes in approximately 45 seconds. It scores any public URL across Layer 1 (human readability), Layer 2 (search-engine access and structured data) and Layer 3 (AI-citability and GEO grounding signals).
What is the difference between an audit score and an AI citation?
An audit score is a diagnostic assessment of page readiness. An AI citation is an observed event where a language model references your content in a generated answer. A high audit score helps prioritise improvements but does not guarantee citations. Citations must be measured separately.
Do I need technical skills to use 3LA?
No. The platform is designed for content teams, SEO professionals and agency managers. The audit runs automatically, Content Optimizer generates ready-to-publish text, and the WordPress Connector publishes with one click. Technical configuration is optional.
What happens after I publish improved content?
Re-audit the live URL to confirm the score improvement. Then monitor search performance via Search Insights (Google Search Console integration) and AI visibility via AIR and Brand Analyzer. Compare like-for-like periods before attributing changes.
Which AI models does 3LA monitor?
Brand Analyzer and the Entity Accuracy Engine probe GPT, Claude, Gemini, Perplexity and Mistral in parallel. Log Analyzer identifies visits from ChatGPT-User, PerplexityBot, ClaudeBot, Googlebot and 200+ other crawlers in your server logs.
