The book on AI SEO.
Generative Engine Optimization: The Definitive Guide to AI SEO breaks down how to rank, get cited, and win in AI search — backed up by durable frameworks and the case studies behind them.
Hardcover, ePub & ePDF • ISBN 978-1-394-43980-5
9 chapters
of tactical frameworks
3 case studies
from the front lines
15+ years
building search programs
Search just changed under everyone's feet.
Traditional search was built on retrieval: ranking and returning links. Generative engines are built on synthesis: aggregating, interpreting, and constructing answers. That difference changes everything.
Executives are panicking. SEO departments are being folded into “AI Transformation.” Clients are churning toward whoever can credibly claim to understand AI search. This book is the durable approach to visibility in an LLM-driven world — not a bag of hacks that breaks next quarter.
What's inside
Nine chapters that move from why GEO exists, to how generative engines actually work, to exactly how to execute — and how to build a team around it.
The principles that last
A guide built to outlive any single tactic. Some tactics in it will evolve. The underlying principles will not.
Why GEO & the basics
How we got here, what GEO actually is, where GEO diverges from SEO, and how to measure actual results.
How generative engines work
Query fan-out, retrieval, rerankers, the semantic chunk, and the freshness clock — with contributions from Profound’s Josh Blyskal.
Establishing a GEO strategy
Prompt sources, brand positioning, and how digital PR and data journalism drive visibility inside AI answers.
Content creation best practices
What content is worth creating, how to structure it for LLMs, schema markup (JSON-LD), and building data-rich content.
PR: digital & performance
Where each type of PR has the highest impact, and how to create content engineered to be cited.
Applied GEO: 3 case studies
GEO for B2B SaaS (Zapier), fintech (Bluevine), and services (Siege Media) — the strategies, applied and measured.
A GEO-first organization
How to structure teams and win stakeholder buy-in, plus career paths in GEO.
What the future holds
Agentic experiences, MCP tool use, real-time updates, and model content partnerships, and where this is all heading.
Who it's for
Read this if you're…
- An SEO or content operator ready to question the old playbook.
- A marketing leader being asked, "Are we ready for AI search?"
- An executive who needs to understand where visibility, and revenue, is shifting.
- A practitioner who wants frameworks, not hot takes.
What this book is not
- A collection of hacks or prompts to "game" AI systems.
- Short-term tactics designed to break next quarter.
- A rehash of SEO advice with "AI" stapled on.
- Theory without proof — every framework is applied in real case studies.
Proof, not theory
Chapter 7 walks through three GEO programs in full, across the categories most teams are trying to win in right now.
How a category-defining SaaS brand earns visibility and citations across generative engines at scale.
Winning AI search trust in a high-stakes, YMYL category where accuracy and authority decide everything.
The agency applying its own GEO playbook to itself — the same approach behind the work we do for clients.
Read a chapter free.
Not ready to order? Start with a full chapter on us. We’ll send it straight to your inbox, including why GEO isn’t the same as SEO, and what that means if you’re only doing one.
This is not a collection of hacks. It's the mechanics of how generative engines source, interpret, and synthesize information — so you can build strategies that last.”Ross Hudgens Founder and CEO of Siege Media
Written by an operator, not a pundit.
Ross Hudgens is the founder and CEO of Siege Media, a full-service GEO agency that has spent over a decade building search programs for brands like Zapier, Bluevine, and the Fortune 500. Generative Engine Optimization is the playbook drawn from that work — written as AI rewrote the rules of discovery in real time.
Have the team that wrote the book do it for you.
The book is the complete DIY playbook. If you’d rather skip to results, Siege Media is a full-service GEO agency that runs your program end-to-end — using the exact frameworks inside.
What people are saying
Early praise from operators and executives.
What I enjoyed most about the book is how it separates hype from facts. Ross did a great job focusing on evidence and practical knowledge.”
Search isn’t dying — it’s evolving. This book shows exactly how marketers need to adapt, combining SEO fundamentals with the realities of AI-driven discovery.”
Ross Hudgens has been the rare SEO practitioner who actually leads the industry rather than reacts to it. Generative Engine Optimization is the playbook I’m recommending to every TinySeed founder who wants to win at AI search. It’s practical, battle-tested, and written by someone who has already done the hard work of figuring out what actually moves the needle.”
Ross Hudgens is one of the finest minds, sharpest operators, and kindest humans in the marketing world. Reading his work has paid dividends throughout my career, and I promise it will for you, too.”
Win in AI search.
Order Generative Engine Optimization and get the definitive guide to ranking, getting cited, and growing in an LLM-driven world.
Available in hardcover, ePub, and ePDF
