Answer Engine Optimization · Asia Pacific

Get your brand into the AI answer.

Across Southeast Asia, buyers are increasingly asking AI before Google. From Singapore to Manila to Jakarta, they're researching your category, or your brand, right now inside ChatGPT, Perplexity, Gemini, and every other AI engine buyers turn to. Vsibl makes sure they find you in the answer, not your competitor, across Asia Pacific's markets and languages.

Book a Discovery Call See how we work →

Trusted by brands across Asia-Pacific.

Visibility earned engine-by-engine, language-by-language, across 6 Southeast Asian markets.

The Shift

Search didn't disappear. It moved into the answer.

A growing share of buyers get their answer before they ever reach your site. The click still registers in your analytics, but the decision was already shaped upstream, inside an AI answer that may or may not mention you. In Asia, this shift is moving fastest and fragmenting most: 42.4% of Filipino internet users aged 16+ used ChatGPT in the past month, ranking the Philippines 6th worldwide against a global average of 26.5%. Singapore leads the world on AI adoption; Indonesia is Southeast Asia's fastest-growing market. The window to establish your position before each model's view of your brand hardens is now, not next quarter.

Traditional search — 10 blue links

Google

best mattress philippines

Foam, Mattress & Furniture Experts | Uratex Philippines

uratex.com.ph

Emma® Sleep PH — Luxurious Sleep Experience | Now in the Philippines

emma-sleep.com.ph

Best mattress? Recos pls 😭 — r/adultingph

reddit.com/r/adultingph

We Tested Different Mattresses, Here Are Our Top 8 Picks

realliving.com.ph

moved into the answer

ChatGPT, today

best mattress philippines

For most sleepers in the Philippines, the Emma Diamond Hybrid is the top pick for cooling comfort, with the Uratex Premium Touch Cozy Latex a close alternative for firmer support. Budget-conscious buyers often go with the Mandaue Foam Flex Comfort Mattress Premium.

emma-sleep.com.ph uratex.com.ph mandauefoam.ph

Indonesia

Top 5

country worldwide by share of ChatGPT traffic (3.72% share, Similarweb, Aug 2025)

Singapore

generative AI adoption, #2 globally (Stanford HAI 2026)

Philippines

used ChatGPT last month, ranking 6th worldwide (Digital 2026 Overview Report, GWI Q2 2025)

Thailand

AI usage growth since June 2025, 2nd-fastest of any economy tracked (Microsoft AI Diffusion Report, Q1 2026)

Vietnam

Top 5

APAC ranking for weekly active ChatGPT users (OpenAI, via MarketechAPAC, Oct 2025)

Malaysia

of internet users are monthly ChatGPT users, the highest in Southeast Asia (Digital 2026 Overview Report, GWI Q2 2025)

Built for where you're starting from

Two starting points. One answer layer to win.

For APAC-Native Brands

Ranked or not yet, is your brand in the answer?

Whether you've invested in SEO for years or are still building visibility:

Buyers get zero-click answers before they ever reach your site.
Whether it's a legacy agency stuck on blue links or no answer-engine presence at all, no one's building your AI source layer.
We don't just plug the gap your SEO team left, we build the answer layer from day one if you have none yet.
You have no read on your overall AI search visibility, share of voice, citation rate, or brand sentiment, vs. competitors inside AI answers.

See solutions for APAC-native brands →

For Global Brands Entering APAC

Global brand, local blind spot?

Your brand is strong at HQ. In Southeast Asia:

Translated content doesn't build local source authority, the sources AI cites here are local.
You have no in-region team with AEO expertise.
Local competitors are being cited while you're still setting up.

See solutions for global brands entering APAC →

What Vsibl Does

We get your brand cited as the answer, not just ranked as a result.

Vsibl is an Answer Engine Optimization (AEO) agency that helps brands get cited as the answer in AI-powered search (Google AI Overviews, ChatGPT, Perplexity, and other LLMs) across Asia Pacific markets and languages. Answer Engine Optimization is the practice of earning citations inside the answers AI engines generate, rather than only ranking in traditional blue-link results or SEO (search engine optimization). Ranking and citation are different lists: a page can sit at position one on Google and still be invisible in the AI answer, because engines pull from the sources they trust, not the pages they index. SEO still matters, it's how you get indexed and ranked at all, but it's no longer sufficient on its own to earn the citation.

AI Citation Optimization

Earn placement in the answers Google AI Overviews and AI Mode, ChatGPT, Perplexity, and Gemini generate for the queries your buyers actually run.

Entity & Structured Content

Define your brand as an unambiguous entity: schema, knowledge-graph signals, and structured facts AI can confidently parse and cite.

Source & Authority Building

Get present on the specific domains, forums, and formats each engine already trusts in your category and market.

APAC Market Search Strategy

Run AEO per market and language, not one English playbook stretched across the region.

Why APAC, Why Now

In Asia, "AI search" isn't one surface. It's fragmented, across engines, across scripts.

Across Asia Pacific, Google AI Overviews and ChatGPT lead every market, but the next two, Perplexity, Gemini, Microsoft Copilot, or DeepSeek, vary by country, and the sources each engine cites differ sharply by country, language, and platform. A US or EU vendor running one English-language playbook leaves your APAC market (or markets) uncovered, because beneath each AI layer sits a different set of trusted sources. Whether you're in one country or six, visibility has to be earned engine-by-engine, language-by-language.

Market	Top LLMs / Answer Engines	Primary languages	What AI cites
Singapore	Google AI Overviews, ChatGPT, Perplexity, Deepseek	English, Mandarin, Malay	Youtube, international media outlets, Reddit
Indonesia	Google AI Overviews, ChatGPT, Perplexity, Gemini	Bahasa Indonesia	National news portals (e.g. Detik), Youtube, marketplace reviews
Philippines	Google AI Overviews, ChatGPT, Perplexity, Microsoft Copilot	Tagalog / Taglish, English	Youtube, Reddit, local blogs, Facebook groups
Thailand	Google AI Overviews, ChatGPT, Gemini, Perplexity	Thai	Local media outlets (e.g. Sanook), Youtube, Facebook, Pantip
Vietnam	Google AI Overviews, ChatGPT, Microsoft Copilot, Gemini	Vietnamese	Local retailers, local publishers, Youtube
Malaysia	Google AI Overviews, ChatGPT, Perplexity, Microsoft Copilot	Malay, English, Mandarin	Youtube, international media outlets, regional aggregators, Reddit

The AI layer is global. The sources beneath it are local. That gap is the whole game in APAC, and it's most of what generalist agencies miss.

Proof / Results

Two categories. One repeatable result: cited where it counts.

Brands across Asia-Pacific trust Vsibl to own the AI answer in their category.

D2C

A German D2C sleep brand with presence in Southeast Asia

12% →

OVERALL AI VISIBILITY SCOREFrom mid-pack to a clear #2 in the category's AI answers, close behind a legacy leader.

Starting problem — Entered the Philippines with no clear differentiation between mattress products. Duplicate content across collection and bundle pages left AI engines unable to tell Emma's mattresses apart.

What we did — Ran prompt/query research to map how Filipino buyers actually ask AI about mattresses. Clarified key product messaging, on-page optimization, technical enhancements, and secured local PR placements with the sources AI engines cite for this category.

Outcome — Overall AI Visibility Score nearly doubled, 12% → 20%, moving Emma Sleep into a clear #2 position in the category.

Health & Wellness Aivee Clinic

A leading aesthetics & wellness clinic group in the Philippines

58% →

BRAND SENTIMENT ACROSS LLMSHow buyers are characterized in the answer, not just whether they appear.

Starting problem — AI answers omitted or vaguely described the clinic's treatments.

What we did — Prompt research mapped exactly how patients ask AI about specific treatments, pinpointing where answers were vague or missing entirely. Developed individual treatment pages to replace generic clinic copy with specific, accurate treatment and provider detail. On-page and technical fixes. PR placements on local health directories (e.g. clinicfinderph.com, manilabeautyguide.com) and sources AI cites for this category, plus Instagram/Reels content with influencers. IG is a top-3 cited source for this category, at 14%.

Outcome — Overall AI Visibility Score rose from 8% to 14% (a clear #2 in the category). Brand sentiment improved from 53% to 67%, with negative sentiment down from 20% to under 10%.

The founder

Built by an operator who ran organic search at APAC scale, not someone who theorized about it.

JC Carlos has spent 15 years in organic search, including leading SEO at Traveloka (Head of SEO, 2016–2020) and Bukalapak (AVP of SEO, 2020–2022), two of Southeast Asia's defining tech unicorns, solving the exact multi-market, multi-script problem this category is about, at scale. Vsibl applies that operator experience to the AI search shift, for brands scaling across the region. Not an SEO generalist who rebranded to "AEO."

What Clients Say

"When we started working together, we knew organic search needed real investment, not just quick fixes. Over the following months, that effort really paid off as we saw consistent month-over-month growth in organic search traffic, and the results kept compounding. It's rare to find a partner who combines that level of technical expertise with genuine communication and reliability. Highly recommend."

Gabrielle Cruz
Business Development Manager (SEA), Emma Sleep

"Partnering with Vsibl transformed how Aivee Clinic shows up in AI-driven search. Our citation rate and visibility score both saw significant gains, and the sentiment around our treatments in AI-generated answers became noticeably more favorable. This campaign didn't just move metrics; it changed how confidently we talk about our position in the category."

Hanna Gan
Head of Marketing, Aivee Clinic

How We Work

An end-to-end AEO workflow, adapted per market, not applied as one template.

Diagnose

We baseline where you're cited, where competitors are, and where you're absent, running your buyers' real prompts across Google AI Overviews, ChatGPT, Perplexity, and other answer engines, per market, in local languages. We also check that AI crawlers can actually access your site: robots.txt, llms.txt, rendering, and site speed.

Build

We identify the sources each engine actually cites in your category, then build the structured content, schema, entity signals, and source presence that make you the answer AI reaches for.

Compound

We track visibility score, share of voice, mentions and citations, answer accuracy, brand sentiment, branded search volume lift, and rank across answer engines and markets, and report it tied to your pipeline, because these are compounding metrics, not a week-three spike.

The first 90 days

Weeks 1–2

Audit & baseline

Weeks 3–6

Source & content build

Weeks 7–12

Activation & monitoring

Ongoing

Compound & report

How we measure success: Vsibl reports on visibility score and citation rate (how often you're cited for priority queries across your priority answer engines, per market), plus answer accuracy, sentiment, non-branded and branded-query lift, branded search volume lift, and pipeline support. We track falsifiable claims, not vanity rankings.

Why Vsibl

Built for Asia's search reality. Measured to your pipeline.

Built for Asia's fragmented search

We run AEO per market and per language: Google AI Overviews and AI Mode, ChatGPT, Perplexity, Gemini, Claude, Microsoft Copilot, DeepSeek, and Grok, and the local sources AI actually cites, not one English playbook stretched across APAC.

Operator-grade, not agency theory

Organic search led at Traveloka and Bukalapak, multi-market, enterprise-scale, before Vsibl existed. The exact problem, already solved at size.

Tied to pipeline, not vanity rank

We report visibility, citation rate, and AI-attributed pipeline: the metrics already in your board deck.

Building this in-house means hiring across multiple disciplines and languages, plus a monitoring stack across answer engines (roughly USD 15,000–30,000 a month), for a channel most teams don't yet have a playbook for.

FAQ

Questions we usually get

What is Answer Engine Optimization (AEO)?

AEO is the practice of getting a brand accurately cited and recommended inside AI-generated answers from Google AI Overviews and AI Mode, ChatGPT, Perplexity, Gemini, Claude, Microsoft Copilot, DeepSeek, and Grok, rather than only ranked as a blue link.

Isn't this just SEO with a new label?

No, overlapping but not identical. SEO optimizes the pages Google indexes; AEO targets the sources answer engines pull from when building an answer. The two complement each other rather than compete. Many pages that rank #1 on Google have near-zero AI visibility score.

Our SEO is handled in-house. Will this overlap?

No. We own the AEO layer, AI source optimization, entity structuring, multi-market citation strategy, and hand your team briefs. Your team keeps owning traditional SEO — our goal is to complement your existing team, filling gaps where needed, not compete with it.

How do we prove AI search success to leadership?

Traditional SEO ROI math doesn't fully apply yet: answer engines don't expose reliable search volume data. So we track what's measurable instead: visibility score, citation rate, answer accuracy, non-branded and branded-query lift, sentiment, AI referral traffic and its conversion rate, branded search volume lift, per market, then map it to business impact where the data supports it. Every metric traces to a specific query and source, so it holds up in a board deck. You'll have a baseline within two weeks and early movement within the first quarter, timed to how regional budgets get reviewed.

We operate across multiple APAC markets. Can you handle that?

Yes, it's the core of what we do. We run per-market, per-language strategy accounting for platform differences and what each engine cites per country.

What does it cost to start?

Most teams begin with a free AI Visibility Snapshot, then a one-time AEO Audit from USD 2,500 (credited toward your first month if you move into Management within 30 days). AEO Management starts at USD 3,000 per month per market.

Start here

See your gap before you commit.

Start with a free AI Visibility Snapshot, a fast read on where you're cited today. Ready to go deeper? The AEO Audit delivers your full AI Search Visibility Report in two weeks: exactly where you're cited, where competitors are, and where you're absent across your priority markets. It covers 100+ prompts and 3–4 engines per market, and ships with recommended content and technical fixes. The Audit fee is credited if you move into management.

Scope

A 30-minute call to confirm markets, competitors, and target queries.

Baseline

We measure your visibility across Google AI Overviews, ChatGPT, Perplexity, and other priority LLMs, per market and language.

Report + roadmap

Delivered in two weeks: your gap, your opportunity, and a clear path into management.

AEO Audit: USD 2,500 one-time · credited toward your first month if you continue

Book a Discovery Call →