Insights on SEO and AI visibility — track your brand across Google Search and AI chatbots.
50+ stats on how SMBs adopted AI in 2026 — from 68% regular use and 91% revenue lift to the AI search visibility gap most brands haven't closed.
60+ generative engine optimization statistics for 2026 — market forecasts, AI search adoption, citation patterns, technique efficacy, conversion economics, and the measurement gap most brands haven't closed.
Industry-by-industry data on AI Overviews coverage, chatbot adoption, and conversion economics — from healthcare (88%) and B2B SaaS (51% start in AI) down to real estate and shopping (under 6%).
Zero-click is no longer one rate. SparkToro pegs Google at 58.5%/59.7% (US/EU), AI Overviews push specific-query zero-click to 83%, and Google AI Mode hits 92-94%. 40+ stats and what to do about each surface.
G2 says 51% of B2B software buyers now begin research in an AI chatbot, 33% buy from a vendor they'd never heard of, and the front-runner wins 80% of the time. 30+ stats on how AI rewired B2B software discovery in 2026.
AI search traffic is small in volume (~1% of total) but converts at 14.2% vs Google's 2.8% — a 4–6× lift confirmed across Adobe, Semrush, Microsoft Clarity, and Opollo benchmarks. Here's the per-platform, per-vertical breakdown and what to do about it.
ChatGPT, Claude, Gemini, and Perplexity cite wildly different sources — only 14% of top domains overlap. A data-led look at what each AI chatbot actually cites, based on 30M+ citations.
Learn how to build a complete programmatic SEO pipeline with Claude Code — keyword clustering with HDBSCAN, page generation with validation, Next.js schema/sitemap automation, and real case studies showing 850%–10,737% traffic growth.
Get your brand cited by AI assistants in 2026. Learn AEO tactics to earn visibility, trust, and conversions across ChatGPT, Gemini, Perplexity and Copilot.
