The future of B2B marketing is not SEO; it's being the default recommendation when a user asks an AI agent for a solution. Software buyers will increasingly trust an agent's direct answer over traditional discovery channels, making it critical for vendors to win this new point of discovery.

Traditional website optimization focused on human experience and SEO for search bots. A third pillar is now essential: optimizing for AI advisory tools and recommendation engines through structured data like product feeds and APIs.

Following SEO, App Store Optimization, and social virality, the next major distribution channel is AI answer engines. Product teams must now strategize how to get their brand, features, and knowledge base indexed and surfaced in AI responses, making AEO a critical growth lever for the modern era.

Traditional SEO often involves technical debates (e.g., subdomains vs. folders) and link building. In contrast, optimizing for AI search (AIO) is about teaching the LLM about your product's value, features, and benefits, much like training a salesperson. It requires strong product marketing skills over technical SEO expertise.

The traditional SEO playbook is obsolete. The new goal is to educate Large Language Models (LLMs) with high-quality, structured data. This shifts the focus from simply ranking for keywords to ensuring AI recommends your product as the best solution for a user's problem.

Generative Engine Optimization (GEO) isn't just about appearing in AI search results. Investor Jason Lemkin argues the real prize is becoming the default tool an agent selects when asked a direct question like, "What's the best CRM for me?" This shift from discovery to direct recommendation is the new competitive landscape for software vendors.

Shopify's Harley Finkelstein argues agentic commerce will make SEO obsolete. Instead of brands gaming search rankings, AI will recommend products based on merit and a user's personal context history. This shift could level the playing field, allowing smaller, high-quality brands to be discovered more easily.

As AI-powered search provides direct answers instead of links, the traditional practice of Search Engine Optimization (SEO) is becoming obsolete. The new imperative is Answer Engine Optimization (AEO), which focuses on making information visible and trusted by AI models to be included in their generated answers, prioritizing creator-led trust.

The rise of AI coding assistants is creating de facto standards for developer tools. By becoming the default recommendation for a category (like auth or database), a company can achieve massive, automated distribution and become an essential building block for the next generation of software.