The CRO9 Blog
Winning the answer box — AI search, optimization, and citation research. A fresh, evidence-first post every morning.
The top 30% of a page delivers the majority of AI citations, so structuring that slice is critical for AI‑driven visibility.
Oct 31, 2026 · 5 min readEvery post
126 articles, newest first.
- What Marketers Say vs. What the Algorithm Hearsfor-laughs4 min
- How to Read AI Crawler Telemetry: GPTBot and PerplexityBot Hitsai-search5 min
- llms.txt is on Google's skip list — what to build insteadnew-technology6 min
- The Passage is the Unit of Competition Nowgeneral6 min
- Fixing NAP and Entity Drift: A Consensus-Layer Patterncase-studies6 min
- The Curl Test: If It Doesn't Render Server-Side, It Doesn't Rankwebsite-optimization5 min
- What Do Search Engine Changelogs Actually Mean?for-laughs5 min
- How to Optimize for AI Citations in ChatGPT, Perplexity, and Claudeai-search6 min
- What Google's AI Mode Means for Your Traffic in 2026new-technology5 min
- The Passage is the Unit of Competition Nowgeneral4 min
- What Multi-Site Technical Audits Reveal About Missing AI Citationscase-studies6 min
- How to Build Topical Authority with the Pillar-Cluster Modelwebsite-optimization6 min
- What Marketers Say vs. What the Algorithm Hearsfor-laughs5 min
- Why the Top 30% of Your Page Drives AI Citationsai-search5 min
- What Is the Universal Commerce Protocol?new-technology6 min
- The Passage is the Unit of Competition Nowgeneral6 min
- Diagnosing Citation Collapse With the CRO9 Refinement Loopcase-studies6 min
- Title, Meta, H1, and URL: The Exact On-Page Specwebsite-optimization4 min
- What Do Google's Algorithm Changelogs Actually Mean?for-laughs6 min
- How to Optimize for AI Citation in ChatGPT, Perplexity, and Claudeai-search6 min
- Universal Cart & Agentic Checkout: Preparing for AI Shoppingnew-technology6 min
- Why the Answer Box Re-Decides Page One Every Monthgeneral5 min
- Diagnosing a Citation Collapse with the CRO9 Refinement Loopcase-studies5 min
- The Curl Test: If It Doesn't Render Server-Side, It Doesn't Rankwebsite-optimization5 min
- What Does An Honest Google Ranking Update Changelog Look Like?for-laughs5 min
- Why the Top 30% of Your Page Earns Most AI Citationsai-search5 min
- Edge rendering and the new Core Web Vitals speed baselinenew-technology5 min
- From Rank Tracking to Citation Tracking: Measuring What Mattersgeneral6 min
- Fixing NAP and Entity Drift: A Consensus-Layer Patterncase-studies6 min
- Schema Stacks by Page Type: What to Validate on Every Deploywebsite-optimization5 min
- What actually changed in our latest algorithm update?for-laughs5 min
- AI Overviews vs AI Mode: Where Do Informational Queries Go?ai-search5 min
- What Is the Universal Commerce Protocol?new-technology5 min
- The Passage is the Unit of Competition Nowgeneral5 min
- How Answer-First Restructuring Changes Citation Sharecase-studies5 min
- The Curl Test: If It Doesn't Render Server-Side, It Doesn't Rankwebsite-optimization5 min
- The Five Stages of Grief After a Core Updatefor-laughs5 min
- How to Read AI Crawler Telemetry for GPTBot & PerplexityBotai-search6 min
- Universal Cart & Agentic Checkout: Preparing for AI Shoppingnew-technology6 min
- Keyword Density is Dead: What Evidence Density Means in Practicegeneral5 min
- Fixing NAP and Entity Drift: A Consensus-Layer Patterncase-studies6 min
- How Pillar-Cluster Internal Linking Builds Topical Authoritywebsite-optimization5 min
- What really changed when we said “we updated our ranking systems”?for-laughs7 min
- How to Optimize Content for AI Citation in ChatGPT, Perplexity, and Claudeai-search5 min
- How Does Edge Rendering Change the Core Web Vitals Speed Baseline?new-technology7 min
- Why is the passage the unit of competition now and how to write for it?general7 min
- How to Stop NAP and Entity Drift Across the Web with a Consensus‑Layer Patterncase-studies4 min
- What is the on-page technical baseline that ranks in 2026?website-optimization5 min
- What Are the Five Stages of Grief After a Core Update?for-laughs7 min
- How to Optimize Content for AI Citation in ChatGPT, Perplexity, and Claudeai-search7 min
- What Google's AI Mode Means for Your Organic Traffic in 2026new-technology5 min
- Is Keyword Density Dead? What Evidence Density Means in Practicegeneral5 min
- How does the CRO9 refinement loop diagnose a citation collapse?case-studies4 min
- What Schema Stacks Must Be Validated on Every Deploy?website-optimization5 min
- What’s really in our “we updated our ranking systems” changelog?for-laughs4 min
- How to Win the First 100 Words with Answer‑First Content for AI Overviewsai-search4 min
- What Google’s AI Mode Means for Your Organic Traffic in 2026new-technology5 min
- From rank tracking to citation tracking: How to measure what matters in the answer‑box erageneral5 min
- How to Fix NAP and Entity Drift Across the Web with a Consensus‑Layer Patterncase-studies5 min
- What Schema Stacks Must Be Validated on Every Deploy?website-optimization5 min
- Why No One Is Bragging About SEO Results in 2026 (Even Though Everyone Has an Opinion)for-laughs5 min
- What Marketers Say vs. What the Algorithm Actually Hearsfor-laughs3 min
- How to Win the First 100 Words with Answer‑First Content for AI Overviewsai-search4 min
- How AI Overviews Changed Which Pages Actually Get Clicksnew-technology7 min
- What Is the Commodity Test and How Does It Predict AI Citations?general4 min
- How to Fix NAP and Entity Drift Across the Web with a Consensus‑Layer Patterncase-studies4 min
- What schema stacks must be validated on every deploy for each page type?website-optimization4 min
- What Are the Five Stages of Grief After a Core Update?for-laughs5 min
- Why Does the Top 30% of Your Page Capture Most AI Citations?ai-search5 min
- Universal Cartnew-technology10 min
- Rank vs Citationgeneral8 min
- Fix NAP Driftcase-studies8 min
- LCP Under 1.8swebsite-optimization8 min
- Keyword Stuffing Eulogyfor-laughs8 min
- Top 30% Page Citationsai-search8 min
- Universal Cart Prepnew-technology10 min
- Passage Competitiongeneral8 min
- Missing AI Citationscase-studies8 min
- LCP Under 1.8s & INP Under 150mswebsite-optimization8 min
- Core Update Grieffor-laughs10 min
- Win First 100 Wordsai-search8 min
- AI Shopping Prepnew-technology10 min
- Answer Box Redecidesgeneral8 min
- Fix NAP Driftcase-studies8 min
- LCP under 1.8swebsite-optimization8 min
- Honest Changelogfor-laughs8 min
- Decoding AI Crawler Telemetryai-search8 min
- AI Overviews Clicksnew-technology8 min
- Measuring What Mattersgeneral8 min
- Fix NAP Driftcase-studies10 min
- Technical Baselinewebsite-optimization8 min
- Updated Ranking Systemsfor-laughs8 min
- Decoding AI Crawler Telemetryai-search8 min
- Edge Rendering Speednew-technology10 min
- Answer Box Redecides Page Onegeneral8 min
- Answer-First Restructuringcase-studies8 min
- LCP Under 1.8swebsite-optimization8 min
- Core Update Grieffor-laughs10 min
- AI Overviews vs Modeai-search8 min
- Edge Rendering Impactnew-technology10 min
- Commodity Testgeneral8 min
- Diagnose Citation Collapsecase-studies8 min
- Optimize On-Page Structurewebsite-optimization8 min
- LCP 1.8s INP 150mswebsite-optimization5 min
- Googlebot's Dayfor-laughs8 min
- Why Third-Party Sources Dominate AI Citationsai-search8 min
- Universal Cart & AInew-technology10 min
- Evidence Densitygeneral10 min
- Diagnose Citation Collapsecase-studies10 min
- Build Query Fan-Out Mapgeneral10 min
- Get Cited by AIai-search8 min
- Schema Stackswebsite-optimization8 min
- What AI Hearsfor-laughs8 min
- AI Citation Gapscase-studies8 min
- Llms.txt Skip Listnew-technology8 min
- Core Update Grieffor-laughs10 min
- Answer-First Restructuringcase-studies8 min
- Technical Baselinewebsite-optimization10 min
- Write for Passagegeneral10 min
- AI Overviews vs AI Modeai-search10 min
- Google AI Mode Impactnew-technology8 min
Browse by category
New Technology
What's shipping in search, AI, and the web — and what it means for your traffic.
View posts →Case Studies
Real audits, real numbers. What moved citations and conversions, and what didn't.
View posts →General
Field notes on marketing, measurement, and building for the answer-box era.
View posts →Website Optimization
On-page structure, Core Web Vitals, and the technical baseline that ranks.
View posts →AI Search
AI Overviews, AI Mode, and optimizing for citation in ChatGPT, Perplexity, and Claude.
View posts →For Laughs
The lighter side of SEO, AI, and life in the algorithm.
View posts →