The Practical Guide to AI Search Visibility
How B2B SaaS Companies Can Win Citations in ChatGPT, Perplexity, Google's AI Answers, and Copilot
By Deepak Gupta1.75 hours10 chaptersPublished Updated
A practical guide to GEO, AEO and AIO for B2B SaaS: how AI engines retrieve and cite sources, platform-by-platform strategy for ChatGPT, Perplexity, Google AI Overviews and AI Mode, Gemini, Claude and Copilot, a fair look at the tool stack, and a 90-day action plan. Updated November 2026 with sourced data.
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The AI Search Landscape in 2026
How AI search has changed B2B discovery, which platforms matter, what the measured data says about adoption and traffic, and why B2B companies need an AI visibility strategy now.
Understanding GEO, AEO, and AIO
The three optimization disciplines explained: how they relate, where they overlap, and how to build a unified strategy.
How RAG Architecture Powers AI Search
Retrieval-Augmented Generation explained for marketers, how AI engines retrieve, rank, and synthesize content, and what this means for content strategy.
Why Your Competitors Show Up in ChatGPT and You Don't
Answers the AI search skeptic with measured data on ChatGPT referral share and conversion rates, the five factors behind citations, and a competitive citation analysis framework.
ChatGPT, Perplexity, AI Overviews and Copilot Compared
Platform-specific strategies for ChatGPT, Perplexity, Google AI Overviews and AI Mode, and Copilot, with notes on Gemini and Claude, buyer mapping and a prioritization matrix.
The GEO Technology Stack
Tool categories, how to evaluate AI visibility monitoring tools, representative vendors including GrackerAI, budget tiers by company stage, and build vs buy.
GEO for Cybersecurity Vendors
CISO buyer journey through AI touchpoints, vertical-specific content templates, and unique challenges for security companies.
Building Your 90-Day AI Visibility Plan
Week-by-week action plan across three phases: Foundation, Optimization, and Scale with specific deliverables.
The Future of AI Search and What It Means for B2B
Emerging trends in multimodal search, agent-driven procurement, real-time AI citations, and how to prepare your content strategy.
A Claude Code Workflow for AI Search Growth
Turn search, analytics and AI visibility exports into a prioritized growth plan with Claude Code: workspace layout, a CLAUDE.md template, MCP data, and ten prompts in order.