The AEO and SEO field notes.

Google Search Console added platform properties. Connect Instagram, TikTok, X, or YouTube and see the exact search terms sending people to your posts on Search and Discover. Here is what changed and what to do with it.

Google added an experimental Agentic Browsing category to Lighthouse that scores how well AI agents can read and operate your site: WebMCP, the accessibility tree, layout stability, and llms.txt. Here is what it checks and how to pass it.

Open Perplexity, ask who's best in your space. If it doesn't name you, here's the fix. How Perplexity picks sources, and how to become one, even against bigger sites.

Most SaaS publish dozens of blogs and miss the five pages AI engines actually pull into answers. Here is what those pages are, what the 2026 citation data says about how AI sources content, and how to build each one so ChatGPT, Perplexity, and Google AI Overviews quote you at the moment a buyer decides.

AI engines do not cite slow websites with content nobody searched for. A real client case: PageSpeed 40, dozens of posts with under 20 impressions per day, and zero citations. Here is what was wrong, why, and the exact fix sequence.

How to get your brand cited by Claude, based on verifiable signals: ClaudeBot access, clear entity data, answer-first content, named expertise, and authoritative third-party mentions.

AI-visible web design is the architectural practice of building websites that AI engines can crawl, parse, and cite. This guide breaks down the five structural gaps that make most sites invisible in ChatGPT, Perplexity, and Google AI Overviews, and exactly what to fix.

The AEO market has no standardized scope, no certification, and no output checklist. These 7 questions reveal whether a candidate understands AI citation mechanics or is running standard content marketing under a new name.

Microsoft Copilot is embedded in every Microsoft 365 subscription across US and EU enterprise. Over 380 million seats. Most AEO strategies skip it entirely. Here is how to get your brand cited before your competitors notice this channel exists.

JSON-LD schema markup is the most direct way to communicate with AI engines. Here is every schema type that matters for AI search visibility and exactly how to implement each one.

B2B SaaS SEO requires a different architecture than ecommerce or content sites. Here is the complete framework: topical authority, programmatic pages, and the content system that actually compounds.

Google AI Overviews appear above organic results for millions of queries. Here is exactly how to structure your content and schema to get included rather than bypassed.

AEO and SEO target different surfaces but serve the same buyer. Here is the 2026 breakdown of how they differ, where they overlap, the data behind the shift to AI answers, and why the strongest strategy runs both from one architecture.

A practical guide to getting your brand cited by ChatGPT, Perplexity, and other AI engines. Schema markup, entity optimization, and answer-first content that actually works.

AEO is the practice of structuring your content, schema, and entity signals so AI engines like ChatGPT, Perplexity, and Google AI Overviews cite your brand. Here is everything: the mechanics, the implementation, and what actually produces citations.