Why does this matter more for enterprise brands?
Enterprise purchases start with research long before a sales conversation. Buying committees now use assistants to shortlist vendors, compare options and summarise trade-offs. If your brand is absent from those answers, you may never reach the shortlist. If it is present but described wrongly, with an old product name, a retired service or the wrong markets, you start the conversation correcting a stranger's summary.
Regional enterprises carry an extra risk. Answers about your category in Kuala Lumpur, Singapore or Manila may differ from answers about the global category, and local competitors may be better represented than you are.
How do you measure visibility in AI answers?
You start by tracking the prompts that matter. HubSpot AEO, currently in beta, tracks “how your business appears in ChatGPT, Gemini, and Perplexity”. It monitors chosen prompts, shows “which domains, pages, and content types are being referenced in AI answers”, scores how often your brand appears across tracked prompts as a percentage, and recommends actions such as creating or updating a page or reaching out to third-party sites (HubSpot).
HubSpot has also built AEO visibility scores into Marketing Studio, alongside underperforming segments and unconverted leads (HubSpot). That matters because it puts AI visibility into the same view as pipeline, rather than in a separate agency report.
We recommend a prompt set built from real buyer questions:
- Category questions: “best [service] partner in [market]”.
- Comparison questions: “[your brand] vs [competitor]”.
- Cost and timeline questions: the questions buyers ask before they will speak to sales.
- Brand questions: “what does [your brand] do?”, to catch outdated or wrong descriptions.
Track them by market. Review monthly. Report the trend to marketing leadership the way you report organic traffic today.
What content earns a place in the answer?
Answer engines favour content that answers a question directly, early and specifically, from a source that looks authoritative. In practice that means:
- Direct answers. One page per important buyer question, with the answer in the first two sentences, then the detail.
- Clear structure. Question-style headings, short FAQs and structured data, so a machine can tell what each section answers.
- Facts that agree everywhere. Your name, services, markets, leadership and credentials should be the same on your site, partner directories, LinkedIn and press.
- Evidence. Named, attributed facts and sources rather than adjectives.
- Freshness. Pages with a visible review date, updated when products, prices or laws change.
What changes across Southeast Asian markets?
Buyers in the region ask in more than one language, and assistants answer differently by language and location. A brand well described in English answers can be invisible in Bahasa, Thai or Chinese ones. Local competitors and local directories often carry more weight in those answers than global sources.
So track prompts per market and per language that buyers actually use, not a single global set. Make sure local entities, offices and partner listings carry consistent facts. And give each market a few strong pages that answer local questions directly: local pricing structures, local regulation, local channels. Those are the pages assistants reach for when the question names a city.
Where does content production fit?
AEO increases the amount of content a brand needs, because every important question deserves its own clear answer. HubSpot's Content Agent drafts blogs, social posts and landing pages in brand voice, and HubSpot reports teams using it see 14% more marketing reach on average (HubSpot). Drafting is the easy part. Deciding which questions to answer, checking every fact and keeping pages current is editorial work, and it needs an owner.
One more test is worth running every quarter: ask the main assistants to describe your company in one paragraph. If the description is wrong, out of date or vague, fix the facts at the source before producing more content.
What should leadership ask for?
- A tracked list of the buyer prompts that matter, by market.
- Our visibility share on those prompts, and competitors' share, each month.
- The pages and third-party sources the engines cite most for our category.
- A content plan that closes the biggest gaps first.
- One owner for brand facts across the web.
Start this week with the one-paragraph test above, then build the prompt list from what it shows.