The Discovery Desk
Expert insights on AI search visibility, organic traffic growth, AI citations, brand visibility, and the future of AI-powered discovery.
Video transcripts as evidence assets for AI search discovery
Turn video transcripts into evidence pages with sources, speaker context, review workflows, and measurement for search and AI discovery.
A practical maturity model for generative engine optimization adoption
Assess generative engine optimization adoption with a five-stage maturity model, evidence checklist, and 30-day baseline plan for accountable AI-search investment.
Measuring AI Overview traffic by query type, not headline click-through rate
Learn how to measure AI Overview traffic by query intent, citations, landing pages, and business outcomes instead of relying on overall organic CTR.
The citation absorption experiment: proving whether your evidence influences AI answers
Learn how to run a controlled citation absorption experiment to measure whether your content evidence changes AI-generated answers, not just citation counts.
AI sentiment monitoring across markets: an escalation playbook for brand teams
Build a market-specific AI sentiment monitoring process with evidence records, severity tiers, owners, escalation rules, and retesting.
Ranked, cited, or both? A decision framework for visibility gaps
Learn why strong organic rankings do not always lead to AI citations, and use a practical framework to diagnose visibility gaps and improve supporting evidence.
Why AI citations depend on answerable passages, not content chunks
Learn why AI citations depend on answerable passages, not content chunks, and how to improve AI search optimization with precise, verifiable answers.
AI visibility is a range, not a single score
Learn how to measure AI search visibility with repeatable prompt samples, inclusion rates, uncertainty thresholds, citation tracking, and decision logs.
The AI visibility reporting data dictionary every agency needs
Build consistent AI visibility reporting with a practical data dictionary for prompts, citations, sentiment, competitors, evidence, and client reviews.