Lazada Scraper | Southeast Asia Product & Price Data (No API)

Scrape Lazada search results: product name, from-price, discount, rating, review count, sales, seller and ship-from location. Covers Singapore / Malaysia / Thailand / Philippines / Vietnam / Indonesia. Uses Lazada's web ajax data — no login, no API key, no token. Bulk-paste keywords, get clean snake_case structured output (JSON / CSV / Excel).

Great for: cross-border sourcing, competitor price monitoring, market/price research, sponsored-slot analysis, seller lead collection.

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Output fields

Field	Description
item_id	Product (listing) ID, primary key
name	Product name
url	Product link (upgraded to https:)
image	Main image URL
from_price	From-price = the cheapest SKU's price (a product can hold several variants, so this is not the single authoritative price)
from_price_show	Displayed price with currency symbol, e.g. $259.00
original_price	Original price (null when no discount)
discount	Discount text, e.g. 32% Off
currency	Currency by site (SGD/MYR/THB/PHP/VND/IDR)
rating_score	Average rating (0–5, rounded to 2 dp)
review_count	Number of reviews
sold_count_show	Sales display string, e.g. 203 sold, 1.2k sold
in_stock	Whether in stock
brand / brand_id	Brand / brand ID
seller_name / seller_id	Seller name / ID
location	Ship-from location (may be overseas / cross-border)
cheapest_sku_id	SKU id of the cheapest variant
is_sponsored	Whether it is a sponsored (ad) product
category_ids	Category ID array
site	Site code
keyword	The search keyword (your original input)
scraped_at	Scrape time (ISO 8601)

Missing values are always null; fields are never omitted.

Modes

Mode	Description	Status
search	Keyword → product listings	✅ v1.0
detail	Product link → full specs + all SKU prices + reviews	🔜 v1.1

Input parameters

Parameter	Type	Description	Default
site	select	Site sg/my/th/ph/vn/id	sg
keywords	array	Search keywords (one concept per keyword works best)	—
bulkInput	string	One keyword per line, merged into keywords	—
sort	select	Best Match / price low→high / price high→low	popularity
includeSponsored	boolean	Whether to include ad products (filtered before billing when off)	true
maxItems	integer	Limit per keyword (1–500)	50
proxyConfiguration	proxy	Defaults to Apify residential (more reliable)	residential

Input examples

1. Search earbuds in Singapore (first 10)

{ "site": "sg", "keywords": ["wireless earbuds"], "sort": "popularity", "maxItems": 10 }

2. Malaysia running shoes, price ascending, exclude ads

{ "site": "my", "keywords": ["running shoes"], "sort": "price_asc", "includeSponsored": false, "maxItems": 20 }

3. Bulk multi-keyword (Singapore)

{ "site": "sg", "bulkInput": "coffee machine\nmechanical keyboard\nbackpack", "maxItems": 15 }

4. Thailand price monitoring

{ "site": "th", "keywords": ["power bank"], "sort": "popularity", "maxItems": 100 }

5. Sponsored-slot analysis (who's buying ads)

{ "site": "sg", "keywords": ["protein powder"], "includeSponsored": true, "maxItems": 50 }

Notes

• from_price is a "from" price: a Lazada product can hold multiple variants (color/size); the search row shows the cheapest variant's price, not a single authoritative price. The full per-variant price matrix arrives in detail mode (v1.1).
• maxItems is per keyword: 3 keywords × 50 = up to 150 rows. If the same product ranks for two keywords it is emitted once per keyword (different keyword value) — this is intentional, to preserve per-keyword ranking data.
• Sponsored products: output and flagged as is_sponsored=true by default; with includeSponsored=false they are filtered out before billing and are never charged.
• Query rewriting: Lazada sometimes auto-translates/auto-corrects the search term (e.g. typos); when it does, the results reflect the rewritten query and the run log flags it.
• sold_count_show is a raw string (formats vary per site, e.g. 1.2k sold) — kept verbatim, not force-parsed to a number.
• Sales/stock are a snapshot: the live Lazada page is authoritative.

FAQ

Q: Do I need a Lazada account or API key? No. It only scrapes public search results — no login or token.

Q: Can I scrape multiple countries in one run? One site per run. Run it multiple times (or schedule multiple tasks) for more countries — currency and language differ per site.

Q: Can I get full specs and all variant prices? Search mode gives the from-price; full specs + all SKU prices + reviews arrive in detail mode (v1.1).

Q: Do Thailand / Vietnam / Indonesia sites work? Yes, the field structure is identical; names and search terms are in the local language.

Q: How is it billed? Pay-per-event (PPE): $0.005 per run start + $0.002 per search result. You are only charged after data is successfully stored.

Q: Will I get blocked? It defaults to Apify residential proxy (Lazada intermittently rate-limits the shared datacenter IP pool, returning empty; residential is more reliable). Switch to datacenter to save cost, at the risk of occasional empty runs.

Disclaimer

This tool scrapes only publicly visible Lazada product information for market research and data analysis. Users must comply with Lazada's Terms of Service and applicable local laws, and are responsible for how the data is used. It collects no private data that requires a login. Prices, stock and sales are as displayed on the Lazada website.

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