Blog Articles
INSIGHTS
ChatGPT Search Visibility: OAI-SearchBot, Source Citations, and Brand Mention Optimization
ChatGPT Search has made source visibility a strategic GEO topic. Brands no longer only want to be mentioned by AI systems. They want their official pages to be
2026-06-03
GEO Competitive Benchmarking: Building AI Search Share of Voice and a Stable Prompt Set
AI search has created a new competitive surface. Brands are no longer competing only for blue-link rankings. They are competing for inclusion in AI-generated an
2026-06-03
GEO Competitive Analysis: How to Benchmark AI Visibility Against Competitors
A practical guide to GEO competitive analysis, AI share of voice, citation gap analysis, and turning competitor visibility into a content roadmap.
2026-05-13
How to Measure GEO ROI for Board Reporting: A Practical Framework for 2026
GEO ROI is hard to explain with a traditional SEO traffic chart. A buyer may first see your brand in ChatGPT, compare vendors in Perplexity, read a Google AI Ov
2026-05-13
AI Visibility Dashboard: Metrics for Monitoring Brand Mentions Across AI Platforms
How to build an AI visibility dashboard that tracks brand mentions, citation sources, sentiment, competitors, prompts, and business impact.
2026-05-13