Why is e-commerce AI visibility different in Southeast Asia?

Local marketplaces (Tokopedia, Shopee, Lazada) and domestic brands often dominate AI recommendations in Indonesia and Malaysia. Global tools miss these local citation patterns.

Should I track product-level or brand-level prompts?

Both. Brand-level prompts (“best X brand in Indonesia”) track overall visibility. Product-level prompts (“best running shoes under $100”) track category discovery where purchase intent is highest.

Can I track prompts in Bahasa and Malay?

Yes. Each prompt carries its own language and market. Track Bahasa Indonesia prompts for Indonesia and Malay for Malaysia, both collected from local residential IPs.

Does Quratic track AI Overviews for shopping queries?

Yes. Google AI Overviews and AI Mode are tracked alongside ChatGPT and Perplexity, so you see how product recommendations appear across the surfaces shoppers actually use.

AI visibility by industry / E-commerce, Retail and DTC

E-commerce, Retail and DTC

Monitor AI product recommendations and citation sources in Indonesia, Malaysia, Singapore, and Hong Kong.

Get started

Why AI visibility matters

Shoppers increasingly ask AI "what should I buy" before they ever open a marketplace. In mobile-first markets like Indonesia and Malaysia, AI product discovery is growing fast — and the brands it names are often local marketplaces and homegrown labels, not the global names. If AI recommends a competitor’s product or a marketplace listing instead of yours, the sale is decided before the shopper reaches a product page.

E-commerce and DTC live or die on product discovery, and that discovery is shifting into AI answers — especially in Southeast Asia. Recommendations are category- and market-specific, and local marketplaces (Tokopedia, Shopee, Lazada) and domestic brands frequently dominate. Quratic tracks how AI recommends products and brands in your category across Indonesia, Malaysia, Singapore, and Hong Kong, and reveals the local sources shaping those answers.

What you can measure

Track product recommendations

See whether AI names your brand and products in shopping and "best X" queries across each market and language.
Spot marketplace competition

Understand when AI points buyers to Shopee, Lazada, or Tokopedia listings instead of your own brand or store.
Surface local citation sources

Find the regional review sites, blogs, and publishers feeding AI shopping answers so you can earn placements.

Prompts that matter

These are the kinds of high-intent questions buyers ask AI in this category:

“Best online fashion stores in Indonesia”
“Top beauty brands in Malaysia”
“Best electronics marketplace in Singapore”
“Where to buy [product category] in Hong Kong”

How teams use Quratic

1

Track brand and product prompts

Set up both brand-level and product-level prompts in Bahasa, Malay, and English for your priority markets.
2

Watch the competitive mix

Monitor share of voice against rival brands and marketplace listings to see who AI recommends first.
3

Earn local citations

Use citation intelligence and Opportunities to get featured on the local sources AI trusts in each market.

Relevant capabilities

Key markets

Related industries

Fintech and Financial Services SaaS and B2B Technology Travel and Hospitality Healthcare and Life Sciences

Frequently asked questions

Why is e-commerce AI visibility different in Southeast Asia?: Local marketplaces (Tokopedia, Shopee, Lazada) and domestic brands often dominate AI recommendations in Indonesia and Malaysia. Global tools miss these local citation patterns.
Should I track product-level or brand-level prompts?: Both. Brand-level prompts (“best X brand in Indonesia”) track overall visibility. Product-level prompts (“best running shoes under $100”) track category discovery where purchase intent is highest.
Can I track prompts in Bahasa and Malay?: Yes. Each prompt carries its own language and market. Track Bahasa Indonesia prompts for Indonesia and Malay for Malaysia, both collected from local residential IPs.
Does Quratic track AI Overviews for shopping queries?: Yes. Google AI Overviews and AI Mode are tracked alongside ChatGPT and Perplexity, so you see how product recommendations appear across the surfaces shoppers actually use.

Ready to see how AI describes your brand?

Create an account and start tracking how AI platforms mention your brand across Asia.