A Data-Driven Report for Marketing Leaders
What You'll Learn
The 9× visibility gap between top and bottom performers
Four factors that explain 89% of AI citation behavior
Why structured data delivers 28-34% lift in 14-21 days
How Reddit drives 3.4× higher citations than owned content
The AI Visibility Ladder: five levels from Invisible to Dominant
30-day playbook with week-by-week actions (45-60 hours)
E-commerce vs SaaS benchmarks from 300+ brands
Five predictions for search industry in 2026-2027
Written for Founders, CMOs, VPs of Growth, Heads of SEO, and Product leaders asking: "Why doesn't ChatGPT recommend us when buyers search our category?"
"Ranking #1 on Google meant nothing when buyers started using ChatGPT to research products. We were completely missing. This report shows exactly what drives those citations."
— CMO, B2B SaaS