Schema Completeness Audit

Also known as: Schema Audit, JSON-LD Validator

Radar tool that validates JSON-LD structured data across 10 Schema.org types: Organization, Article, FAQ, HowTo, Speakable, BreadcrumbList, Product, LocalBusiness, WebSite, and SoftwareApplication. Checks field completeness, speakable schema presence, and coverage across multiple pages.

Canonical resource

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Common questions (1)

What is Answer Engine Optimization (AEO)?

Answer Engine Optimization (AEO) is the practice of structuring web content so AI engines can extract and cite it as a complete answer. AEO focuses on extraction-friendly formatting: BLUF paragraphs, FAQPage schema, HTML comparison tables, and speakable schema.

Definition

Essential Reading + What’s New

Our most-cited deep dives on AI search visibility, plus what we shipped this month.

Google Says You Don't Need llms.txt. Here's the Catch.

Google says llms.txt is unnecessary. Chrome Lighthouse audits it anyway. We fact-checked five studies on what llms.txt really does for AI visibility in 2026.

Jun 12, 2026•19 min read

Reddit Brand Monitor: What AI Learns About You on Reddit

Reddit is the most-cited source in AI answers. The Reddit Brand Monitor finds what is said about your brand there, scores it, and flags AI-generated seeded posts.

Jun 4, 2026•16 min read

YouTube Brand Monitor: What AI Hears About Your Brand

The YouTube Brand Monitor tracks what is said about your brand on YouTube, scores it on five dimensions, and reads the actual transcripts so you see the coverage AI already hears.