Research

APAC consumer statistics you can cite.

Each Market Insight collects dated, attributed statistics for one market question, from government and census sources, primary reports, and clearly labelled Preferences AI simulations. Refreshed monthly.

Market Insights

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On a sunlit Kuala Lumpur pavement, shoppers including women in hijab pass a wall-mounted screen advertising heavy long-sleeve jackets, while motorbikes stay on the road beyond the kerb.
Marketing validation

AI Content for Overseas Brands 2026: Why a Native Check Beats Unchecked Localisation in Southeast Asia

Simulated shoppers in Southeast Asia and Asia-Pacific reward AI-localised promos and festive artwork only after a native or community check. Overseas brands should let the agent draft, then hold every local-language or heritage asset until someone from that market has signed it off.

Secondary source5PAI simulation · directional65
70 statistics · Updated View insight →
From just behind her right shoulder, a woman in an open kitchen looks at a product video of a sleek grinder on her phone, while the real grinder on the counter sits open with unground beans.
Marketing validation

Southeast Asia Marketplace AI Listing Video 2026: Why Seller-Shot Footage Beats Ungated AI

Simulated Shopee and TikTok Shop buyers across Southeast Asia and Asia-Pacific rank an accurate seller-shot hero first and ungated AI listing video last. Put real product footage in the hero slot, and hold any AI creative until a buyer-panel check clears it. An AI-generated label alone does not.

Secondary source3PAI simulation · directional47
50 statistics · Updated View insight →
A shopper compares prices on a laptop at a bright kitchen counter, beside a paper bag of groceries, fresh produce and a bottle of milk, with a purple notebook in the foreground.
GroceryHK

Hong Kong Grocery Shoppers and Online Price Transparency 2026: Unit Price and Historical Alerts Should Be the Default

Simulated Hong Kong grocery shoppers rank historical price alerts and unit price far above opaque buy-one-get-one-free badges. Online grocers should make unit price on every product page and historical or target-price alerts the default, and should not replace that pair with badge-only promotions or threshold coupons.

Primary source6Secondary source1PAI simulation · directional57
64 statistics · Updated View insight →
A traveller wheels a compact cabin suitcase past self-service check-in kiosks in a bright Southeast Asian airport departure hall, with a short-haul aircraft at the gate behind him.
Air travelSEAAPACIDTH+3

Southeast Asia Air Travellers and Cabin-Bag Fees 2026: Why Transparent All-In Fares Beat Gate Fees

Simulated short-haul travellers across Southeast Asia and Asia-Pacific rank transparent all-in fares first and gate cabin-bag fees last, yet most still book the cheapest fare. Airlines and OTAs should make all-in or bag-included fares the default, retire gate fees, and keep the included-bag premium modest.

Secondary source3PAI simulation · directional35
38 statistics · Updated View insight →
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How we label data

Every number shows where it came from.

Each statistic carries its source, date, and an evidence level. Simulation outputs are never presented as census fact.

Read the methodology →
  • Primary sourcePublished by the organisation that collected the data.
  • Secondary sourceReported by a third party that did not collect it.
  • PAI simulation · directionalPreferences AI Digital Population simulation. Directional, with frame, run date and caveats.
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