Field notes
The Monroya blog
AEO, GEO, and the buyer-journey shift inside AI assistants. Tactics, teardowns, and named examples — written for operators.
ai share of voiceasovThe 2026 Framework for Measuring B2B AI Share of Voice
Sep 17, 2026
llm-citationsai-buyer-journeySEO Takes 6 Months. Getting Cited by AI Can Take a Week — If You Fix the Right Things First
Sep 17, 2026
ai-visibilitymeasurementWhat Happens If I Stop Tracking AI Visibility for 3 Months?
Sep 10, 2026
ai-visibilityhow-toHow Do B2B Companies Monitor Their Presence in ChatGPT and Perplexity?
Sep 10, 2026
ai-visibilitygeoHow Do AI Assistants Decide Which Companies to Recommend?
Sep 10, 2026
ai-visibilitycompetitorsHow Do I Know If AI Is Sending Customers to My Competitors?
Sep 10, 2026
original-dataai-visibilityEvaluation Stage First: What 19 Tracked Companies Show About AI Visibility
Sep 10, 2026
buying-guideai-visibilityWhat Should I Ask an AI Visibility Vendor Before Signing Up?
Sep 10, 2026
ai-visibilityhow-toHow Can I See What AI Says About My Company?
Sep 10, 2026
comparisonai-visibilitySemrush AI Toolkit vs Ahrefs Brand Radar: Is an Add-On Enough?
Sep 10, 2026
comparisonai-visibilityProfound vs Peec AI: Which AI Visibility Platform Fits Your Team?
Sep 10, 2026
comparisonai-visibilityPeec AI vs Otterly AI: Which Low-Cost AI Monitor Is Better?
Sep 10, 2026
comparisonai-visibilityBrandwatch vs Monroya: Social Listening or AI Answer Tracking?
Sep 10, 2026
comparisonai-visibilityScrunch AI vs Rankscale: Which AI Search Monitor Should You Pick?
Sep 10, 2026
comparisonai-visibilityProfound vs Rankscale: Enterprise Reporting or Search-Adjacent Tracking?
Sep 10, 2026
ai-visibilityseoHow Long Until a New Company Shows Up in Search? Our Own Numbers
Sep 9, 2026
llm-citationsai-buyer-journeyBest AI Visibility Tool for a Bootstrapped Solo-Founder SaaS
Aug 26, 2026
llm-citationsai-buyer-journeyHow Does RAG Work?
Aug 26, 2026
llm-citationsai-buyer-journeyBest AI Visibility Tool for a 50-Person B2B SaaS Company
Aug 26, 2026
llm-citationsai-buyer-journeyHow Does GEO Work?
Aug 26, 2026
llm-citationsai-buyer-journeyBest AI Visibility Tool Under $100/Month
Aug 26, 2026
llm-citationsai-buyer-journeyHow Do I Build Domain Trust for AI Search?
Aug 26, 2026
llm-citationsai-buyer-journeyBest Affordable AI Visibility Tool for a Small Business
Aug 26, 2026
llm-citationsai-buyer-journeyWhat Is Query Fan-Out?
Aug 26, 2026
researchcitationsWhat a Real Model Shift Looks Like in the Data
Aug 25, 2026
researchai-visibilityWhich Fastest-Growing Companies Does AI Recommend?
Aug 23, 2026
llm-citationsai-buyer-journeyMedium Is the Most Cited Domain in Evaluation Stage AI Answers
Aug 21, 2026
llm-citationsai-buyer-journeyMonroya vs HubSpot AEO: Standalone Tracking or CRM-Bundled Reporting?
Aug 17, 2026
llm-citationsai-buyer-journeyWhy Isn't AI Citing My Content Even Though It's Ranking on Google?
Aug 17, 2026
llm-citationsai-buyer-journeyAthenaHQ vs Semrush AI Toolkit: Standalone AI Visibility or Bundled SEO Suite?
Aug 17, 2026
llm-citationsai-buyer-journeyProfound vs Scrunch AI: Which AI Search Visibility Platform Should You Choose?
Aug 17, 2026
llm-citationsai-buyer-journeyWhat Sources Is AI Actually Citing When It Answers Questions About My Industry?
Aug 17, 2026
llm-citationsai-buyer-journeyOtterly vs Scrunch AI: Which GEO monitoring tool is better
Aug 17, 2026
llm-citationsai-buyer-journeyRankscale vs Peec AI: Which AI Search Tool Should You Use?
Aug 17, 2026
llm-citationsai-buyer-journeyWhere Is a Competitor Winning the AI Conversation I Should Be In?
Aug 17, 2026
llm-citationsai-buyer-journeyProfound vs AthenaHQ: Which is a better choice for GEO monitoring?
Aug 17, 2026
llm-citationsai-buyer-journeyCan AI Bots Like ChatGPT and Perplexity Actually Read My Website?
Aug 17, 2026
llm-citationsai-buyer-journeyWhy Does My Brand Show Up in AI Answers Sometimes But Not Others?
Aug 16, 2026
llm-citationsai-buyer-journeyWritesonic vs Semrush AI Toolkit: AI Content Tools vs AI Visibility Tracking
Aug 16, 2026
llm-citationsai-buyer-journeyWhat's the Fastest Fix I Can Make to Improve My AI Visibility?
Aug 16, 2026
llm-citationsai-buyer-journeyPeec AI vs Semrush AI Toolkit: Which Fits a Lean Marketing Team?
Aug 16, 2026
llm-citationsai-buyer-journeyHow Do I Find Reddit Threads Where a Competitor Gets Recommended Instead of Me?
Aug 16, 2026
llm-citationsai-buyer-journeyWhat Should I Check Before Publishing a Page I Want AI to Cite?
Aug 16, 2026
llm-citationsai-buyer-journeyOtterly vs AthenaHQ: Comparing Citation Tracking and Reporting Depth
Aug 16, 2026
llm-citationsai-buyer-journeyHow Do I Know If AI Is Mentioning My Brand But Not Citing It?
Aug 16, 2026
llm-citationsai-buyer-journeyMonroya vs Rankscale: Which AI Search Visibility Tool Should You Use?
Aug 11, 2026
llm-citationsai-buyer-journeyWhat Actually Influences AI B2B Software Recommendations?
Aug 11, 2026
llm-citationsai-buyer-journeyMonroya vs Semrush AI Toolkit: AI Visibility Tracking Compared
Aug 11, 2026
llm-citationsai-buyer-journeyHow Often Do AI Visibility Platforms Actually Update Their Data?
Aug 11, 2026
llm-citationsai-buyer-journeyTop 8 Generative Engine Optimization (GEO) Platforms for 2026
Aug 7, 2026