Field notes on SEO, generative engine optimization, and building inbound engines for B2B SaaS.

ChatGPT holds 79% of AI chatbot share, but Gemini grew 643% YoY. Here is the 2026 playbook for getting your site cited in AI answers.

You don't need a big budget to go global, you need to become the answer. The 2026 system for winning both Google and AI engines like ChatGPT and Perplexity.

AI content works through one fragile chain: more pages, broader coverage, more captured intent. Here is where it breaks.

Data-backed 2026 benchmarks for SEO and paid ad budgets, how to split spend by growth stage, and why AI SEO is now mandatory.

Better product, flat growth? The reason great SaaS stays invisible is rarely the product. It's discovery, and discovery is a system you can build.

A predictable inbound engine is a system, not a campaign. Here are the six components that compound qualified B2B SaaS pipeline month after month.