GCC fashion data

Styli scraper API

The Styli scraper API from BrandBaazar returns live product data from Styli, the fast-fashion platform built by Landmark Group for shoppers in Saudi Arabia and the wider Gulf. Pull product details, prices, discounts, size and color availability, search results, and category listings as structured JSON. Pricing teams, fashion brands, and market intelligence analysts use it to follow one of the region's fastest-moving online assortments.

Documentation
50+
Data sources
2.3B
Events modeled daily
Sub-100ms
Typical response time
99.9%
Uptime

Styli coverage is rare. Many data vendors stop at Amazon and a handful of Western retailers, and few offer Styli as a named product. BrandBaazar treats hard coverage as the core of the catalog, with more than 50 data sources spanning quick commerce, emerging markets, and regional fashion players like Styli, Namshi, and Noon.

You send a request and we handle the rest. There is no proxy pool to run and no anti-bot work on your side. The API returns clean JSON with sub-100ms typical responses and 99.9% uptime, and the output is built for dashboards and AI agents alike, with MCP support for LLM workflows. Plans start at $35 per month with a 14-day free trial.

What data you get from Styli

Product detail data

Pull complete product records from Styli: title, brand, description, images, category path, and the size and color variants attached to each style.

Price and discount tracking

Capture current price, original price, and markdown depth in local currency. Styli discounts often and heavily, so frequent price capture shows its real promotional behavior.

Size and stock availability

Check availability at the variant level to spot sellouts, broken size runs, and restocks. In fast fashion, what disappears first is the trend signal.

Search and category listings

Collect ranked search results and category pages, including new-arrival feeds, to see which styles Styli surfaces for any query at any moment.

Country store scoping

Query Styli's Saudi Arabia, UAE, Kuwait, or Bahrain storefronts separately. Assortment, currency, and promotions differ by market, and the API keeps them distinct.

AI-ready JSON output

Every response is consistent, structured JSON with predictable fields. Feed it to dashboards, warehouses, or LLM agents over MCP without cleanup scripts.

Why Styli coverage matters

Saudi Arabia is one of the fastest-growing ecommerce markets in the Middle East, and fashion is its most contested category. Styli, backed by Landmark Group, competes with Shein, Namshi, and Noon for young, mobile-first Gulf shoppers, with new styles dropping constantly and steep markdowns around White Friday and Ramadan. For brands and analysts, Styli is a direct read on fast-fashion pricing and trend adoption in the GCC, a region where reliable structured commerce data is still hard to find.

How teams use the Styli data API

Competitive price monitoring

Fashion retailers and brands selling in the Gulf track Styli's entry price points and markdown cadence to position their own pricing against one of the region's most aggressive fast-fashion players.

Assortment and trend tracking

Merchandising teams watch Styli's new arrivals and category depth to see which trends are landing with young Gulf shoppers, well before those signals show up in sales reports.

Promotion and sale-event analysis

Analysts measure discount depth and breadth during White Friday, Ramadan, and end-of-season sales to benchmark promotional intensity across Saudi and UAE fashion ecommerce.

Market entry research

Brands and investors sizing up Saudi fashion ecommerce use Styli data to map price tiers, category structure, and assortment strategy before committing to the market.

How it works

1

Get access

Request a demo through the Get a Demo form or pick a plan on the pricing page. Every plan starts with a 14-day free trial.

2

Call the API

Send a product URL, search term, or category, and set the country store where relevant: Saudi Arabia, UAE, Kuwait, or Bahrain.

3

Receive structured JSON

Get clean, consistent JSON ready for pipelines, dashboards, spreadsheets, or AI agents. No proxies, headless browsers, or anti-bot work on your side.

Frequently asked questions

How do I scrape Styli data?

The practical route is a managed API rather than building scrapers yourself. Styli is a mobile-first platform whose layout and defenses change often, so home-built scripts break and need constant repair. BrandBaazar's Styli scraper API handles the collection layer, with no proxy or anti-bot management on your side, and returns product, price, and availability data as structured JSON you can query on demand.

What data can I get from Styli?

Product records are the core: titles, brands, images, descriptions, prices, discounts, and size and color availability. You can also pull search results and category listings, which is how most teams track new arrivals and ranking changes. Styli sells womenswear, menswear, kidswear, footwear, accessories, and beauty across its Gulf storefronts, and the API returns listings in those categories as structured JSON.

How fresh is the data, and are there rate limits?

Data is collected in real time: a request fetches the live page state rather than a stale snapshot, so prices and stock reflect what shoppers see at that moment. Rate limits depend on your plan tier, and typical responses return in under 100ms. If you need sustained volume for large category sweeps, tell us through the demo form and we will size a plan to match.

Can AI agents and LLMs use the Styli scraper API?

Yes, that is a core design goal. Responses are consistent, predictable JSON that agents can parse without brittle post-processing, and BrandBaazar supports MCP, so Claude and other LLM-based agents can call Styli data directly inside a workflow. Teams use this for agent-driven price checks, assortment questions answered in chat, and automated competitive reports.

Which countries does the Styli coverage include?

Styli operates storefronts in Saudi Arabia, the UAE, Kuwait, and Bahrain, and the API lets you scope requests to a specific country. That matters because prices are listed in local currency and assortment differs by market. Saudi Arabia is Styli's home market and usually carries the deepest catalog, so most teams start there and add the other Gulf stores as needed.

How much does the Styli scraper API cost?

Plans start at $35 per month, and every plan begins with a 14-day free trial so you can test real Styli queries before paying. Pricing scales with request volume and the number of data sources you need. BrandBaazar covers more than 50 sources, so many teams combine Styli with Namshi, Noon, and other regional platforms under one subscription. See the pricing page for full details.

Start pulling Styli data today

Every plan starts with a 14-day free trial and 1,000 free API requests. No credit card required.