Our thinking about HubSpot, AI, & removing silo'ed data

Short answer: You don't rank in ChatGPT the way you rank in Google. ChatGPT doesn't return a list of ten blue links. It returns a single synthesised answer, and your brand either appears in that answer or it doesn't. To appear, you need to do two things: (1) Be cited and discussed across the wider web in places ChatGPT's training data and live search infrastructure can see (directories, press, Reddit, authoritative blogs, your own structured site), and (2) Write pages that are clean to extract, with direct answers to specific questions, schema markup, and clear entity definitions. ChatGPT

Every brand wants to be recommended when a buyer asks ChatGPT, Claude, Gemini, or Perplexity for a vendor in their category. Almost no brand has a deliberate strategy for getting there. The mechanism that decides is citation - which sources an AI model has read about you, how those sources describe you, and how often the same description recurs. This is the playbook for building that citation profile. It is not a list of places to get backlinks. Citation strategy for AI engines overlaps with traditional digital PR but is distinctly different in what it rewards, what it ignores, and how it

Updated April 2026 · ~18 minute read · By Luke Marthinusen, CEO, MO Agency What's in this guide AEO in one sentence Why AEO now - the shift from search to answer engines AEO vs SEO vs GEO - what's

Most marketers know schema markup as an SEO enhancement - the thing that gets you star ratings in Google or a recipe carousel. That framing is now incomplete. Schema is no longer just structured data for search engines; it is the primary machine-readable layer that AI engines use to understand who you are, what you do, and why they should cite you. This is a practical guide, written for marketers and developers who need working code, not theory. Every schema type below comes with a copy-paste JSON-LD example, where to put it, and what it actually does for Answer Engine Optimisation. If you

Updated May 2026 · By Luke Marthinusen, CEO, MO Agency The acronyms around AI search are multiplying faster than anyone can keep up with. SEO, AEO, GEO, AIO, LLMO, CAIO - all referring to overlapping but not identical disciplines, often used interchangeably, and rarely defined with much rigour. This article sets out the most defensible definitions of SEO, AEO, and GEO, acknowledges where the industry is genuinely split, and explains what marketing teams should actually do about

Your website is probably being cited in ChatGPT, Perplexity, Claude, and Gemini answers right now. Your Google Analytics 4 property almost certainly can't see most of it. This isn't hyperbole. It's a structural measurement problem that's going to get worse before it gets better - and it's the single biggest blind spot in modern B2B marketing measurement. If you're investing in AEO (Answer Engine Optimisation), content marketing, or thought leadership, and you can't see which of that work is landing in AI-generated answers, you're flying blind on what's arguably the most important emerging