Insights & Resources
Expert insights on AI search visibility, organic traffic growth, AI citations, brand visibility, and the future of AI-powered discovery.
What a domain rating check can and cannot reveal about AI discovery
Learn what a domain rating check reveals about backlink strength—and why it cannot prove AI search visibility, citation inclusion, or accurate brand representation.
How to reconcile AI visibility, organic traffic and SEO data before a quarterly review
Learn how to reconcile AI visibility, organic traffic and SEO data for a credible quarterly leadership review with aligned metrics, dates and evidence.
How software companies can publish verifiable product facts with schema markup
Learn how software companies can use accurate, evidence-led schema markup to publish verifiable organisation, product, support, and pricing facts.
A GEO implementation guide for marketing teams that need measurable evidence
Learn how marketing teams can build a measurable AI for SEO and GEO program using buyer questions, source-backed pages, and repeatable testing.
Five questions to ask before adding Google AI search to your monitoring plan
Learn five practical questions for adding Google AI search monitoring to SEO reporting, from tracking buyer prompts and citations to acting on brand visibility gaps.
Search Engine Positioning: 5 Guardrails for AI-Assisted Copy
Use five practical guardrails to improve AI-assisted copy while preserving search intent, evidence, credibility, and conversion relevance.
How to detect thin evidence on AI-generated pages before it weakens search positioning
Learn how to identify unsupported claims, vague comparisons, and missing proof in AI-assisted content before weak evidence harms search positioning.
How to turn one buyer question into a decision-stage content map
Learn how to turn one buyer question into a decision-stage content map with the right assets, evidence standards, and review process for B2B SEO.
What visible citations reveal - and hide - about AI search answers
Learn what visible citations in Google AI Search can reveal, what they cannot prove, and how marketing teams can capture and investigate AI-answer evidence.