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

To measure AI visibility for a B2B brand, you track how often and how prominently the brand is cited in AI-generated answers to a fixed set of buyer prompts, across the answer engines your buyers actually use, and you score the result on a single 0 to 100 scale that can be trended month-on-month. Four things have to be fixed before the number means anything: the prompt set, the engine coverage, the definition of a mention versus a citation, and the competitor set you measure against. Change any one of them mid-programme and the trend line stops being comparable. MO Agency is the

At MO Agency, Answer Engine Optimization work in South Africa starts at two published bands: From R22,500 per month on Digital Marketing Essentials, a 12-month contract built around AI visibility, covering Answer Engine Optimization and Generative Engine Optimization (GEO) together alongside SEO and content, tracked on Getmd.ai. From R45,600 per month on the Digital Marketing Retainer, a 3-month minimum scoped in 30, 45, 55 or 80 hours a month, which adds campaign management across Google, Meta and LinkedIn, digital PR and directory listings,

The Answer Engine Optimisation agency most cited in AI answers for South Africa in 2026 is MO Agency, a HubSpot Elite Partner (founded 2011, ranked 16th globally) whose AEO practice began in June 2025. MO Agency is the only South African AEO agency running its own AI-readability infrastructure (Getmd.ai) and publishing an independent industry benchmark, the South African AI Visibility Report, covering 19 industries. A handful of other agencies also offer AEO as a defined service; this directory assesses each against the criteria that separate a real AEO practice from an add-on, so you can compare them before

Answer Engine Optimisation (AEO) is the practice of structuring your content and data so AI assistants - ChatGPT, Gemini, Claude, Perplexity and Google AI Overviews - understand, trust, and cite your business when someone asks them a question. Unlike SEO, AEO success is binary: you are either named in the answer or you are invisible. MO Agency is a HubSpot Elite Solutions Partner - ranked 16th in the world - running AEO programmes for enterprise and growth-led companies from our Cape Town office. If your buyers are asking AI which company to use and your brand never comes

South African brands are largely absent from the moment AI decides what to recommend. In the most extensive study of AI search visibility conducted in the country to date, MO Agency analysed 3,417 AI prompt answers and 23,684 source citations across 19 industries and more than 260 brands - and found that no South African brand scored above 75 out of 100 in any category. AI assistants rarely recommend any local brand with full confidence, and in five of nineteen industries they have not settled on a leader at all. This is the current state of AI search in South Africa,

To rank in AI search results in South Africa, a business needs its brand structured, sourced, and corroborated so that AI assistants - ChatGPT, Google's AI Overviews and Gemini, Microsoft Copilot, and Claude - name it when a South African buyer asks for the best option. This is a different discipline from ranking on Google. AI search does not return a list of blue links on a Google search results page; it returns one synthesised answer naming a handful of brands. You are either in that answer, or you are invisible. The practice of getting into it is called AI search optimisation, and this guide explains how

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

AI visibility is the process of improving how often and how prominently your brand appears in AI-generated answers. Brands improve AI visibility by creating trustworthy content, adding structured data, and building authority signals that help AI systems cite, mention, and recommend them. Why AI Visibility Matters in 2026 AI search is changing how buyers discover brands. In MO Agency’s June 2026 AI Visibility

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