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Schema audit playbooks for finding markup gaps before they cost visibility

Audit-focused guides for structured data coverage, schema drift, FAQ quality, and the repeatable checks that keep your markup aligned with reality.

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structured data auditschema audit checklistschema driftFAQ schema audit

AI VisibilityAI visibility guidance for ChatGPT, Google AI Overviews, and LLM discoveryPractical content for teams trying to improve machine understanding, recommendation fit, and mention probability across AI answer surfaces.Schema AuditsSchema audit playbooks for finding markup gaps before they cost visibilityAudit-focused guides for structured data coverage, schema drift, FAQ quality, and the repeatable checks that keep your markup aligned with reality.Agency SchemaAgency schema delivery systems for scaling reviews, approvals, and client rolloutsCommercial-intent content for agencies turning structured data into a repeatable service line across multiple client websites.Local SearchLocal search and service-area schema guides for businesses that win nearby demandCoverage for local business schema, service-area businesses, FAQ support, and the machine-readable details that strengthen local discovery.Conversion OptimizationConversion optimization guides for turning AI-driven traffic into customersPractical content on cookieless A/B testing, GDPR-compliant experimentation, and why AI-referred visitors need a different conversion approach.

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Strategy

The Triple Schema Stack: Why Pages With 3+ Schema Types Earn 61% of AI Citations

Princeton and Georgia Tech research shows pages with three or more schema types earn the majority of AI citations. Here's the stack that works and how to implement it.

Apr 4, 2026 · 14 min

Audit

Structured Data Audit Checklist for Service Business Sites

A practical structured data audit checklist for service businesses that want better schema markup, stronger machine understanding, and fewer hidden gaps.

Mar 8, 2026 · 18 min

Operations

Schema Governance Checklist for Teams Managing Content Changes

Most schema problems begin after launch. Use this governance checklist to keep markup aligned as writers, marketers, and developers keep changing the website.

Mar 3, 2026 · 18 min

Operations

Schema Drift Quietly Kills Revenue

Outdated schema markup weakens machine understanding over time. Schema drift hurts rich results, AI visibility, and lead quality without creating obvious alarms.

Mar 16, 2026 · 15 min

Guide

FAQ Schema That Actually Qualifies

FAQ schema only works when the content and the markup genuinely match. Here are the implementation mistakes that break eligibility and trust.

Mar 14, 2026 · 16 min

Guide

Cookieless Conversion Experiments: A Practical Guide for GDPR Markets

Running A/B tests with cookies is increasingly complicated in GDPR markets. Here's how cookieless page optimisation works — and why it outperforms cookie-based approaches for European B2B.

Apr 3, 2026 · 9 min

Guide

Service Schema for Service Business Websites

Service schema is one of the highest-leverage structured data types for agencies, consultants, and professional services firms. Here is how to use it well.

Mar 10, 2026 · 18 min

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