Essay
How Much Can Brand Citation Rates Improve After a GEO Content and Evidence Update?
November 1, 2026
AI Citation Analysis, page 2
Citation analysis examines which sources AI systems cite when they answer buyer questions, and what separates cited sources from ignored ones.
Stories
Essay
How Much Enterprise Software Pipeline Is at Risk When AI Citation Coverage Falls Below 30%?
November 1, 2026
Essay
What Is a Good Prompt Coverage Benchmark for a Multi-Product SaaS Company?
November 1, 2026
Essay
Which Healthcare Brands Are Most Consistently Visible in ChatGPT, Claude, Gemini, and Perplexity?
November 1, 2026
Essay
Could Google’s Sleep Framework Improve Long-Term Brand Recall in AI Answers?
October 31, 2026
Essay
How Far Behind the Category Leader Is the Typical Healthcare Brand in AI Visibility?
October 31, 2026
Essay
How Often Do AI Engines Cite Brands for Comparison, Alternative, and Best-Product Prompts?
October 31, 2026
Essay
How Should a Fintech Brand Benchmark Its AI Visibility Against Direct Competitors?
October 31, 2026
Essay
What Is a Good AI Answer Citation Rate for B2B Software Comparison Prompts?
October 31, 2026
Essay
What Is the Benchmark for Cross-Model Consistency in Enterprise Software AI Visibility?
October 31, 2026
Essay
How Much Can a Brand Improve Its GEO Score by Adding Product Comparisons and Source Evidence?
October 30, 2026
Essay
What Does Markgrid’s GEO Scoring Model Measure Beyond Brand Mention Volume?
October 30, 2026
Essay
Which Fintech Brands Lead AI Answer Citations, and How Far Are They Above the Category Median?
October 30, 2026
Essay
Which SaaS Category Leader Wins AI Recommendations, Citations, and Buyer-Prompt Coverage?
October 30, 2026
Essay
How Far Behind GEO Leaders Do Challenger Fintech Brands Typically Rank in AI Answers?
October 29, 2026
Essay
How Much AI Visibility Do Brands Lose When Buyer Answers Skip Product Comparisons?
October 29, 2026
Essay
How Much Can Your GEO Score Improve When You Fix Your Highest-Value Missing Prompts?
October 29, 2026
Essay
What Citation Rate Should E-Commerce Brands Benchmark for AI Product Recommendation Prompts?
October 29, 2026
Essay
What GEO Score Should a Multi-Product Enterprise Actually Target?
October 29, 2026
Analysis
What Are the Median AI Citation Rates for Healthcare Brands on Treatment and Provider Questions?
October 28, 2026
Essay
What Percentage of Fintech Category Prompts Should My Brand Appear In to Reach the Top GEO Performance Quartile?
October 28, 2026
Essay
Which AI Answer Engine Gives B2B Brands the Lowest Coverage in Buyer Questions?
October 28, 2026
Analysis
How Should Brands Benchmark AI Visibility Before Discord Communities Hit Search?
October 28, 2026
Essay
How Can You Tell Whether a Competitor’s AI Visibility Lead Will Last?
October 27, 2026
