LATAMMarketplaceWeb Scraping API + Datasets

Mercado Libre web scraping for LATAM marketplace data

Mercado Libre SKU, seller, Mercado Envíos, and promo data across 18 LATAM marketplaces.

  • Coverage across Mercado Libre's marketplace catalog
  • Hourly to real-time refresh
  • Stable, versioned schema
  • Pay only for successful records
15M+Mercado Libre pages crawled / mo
99.97%Pipeline uptime
24hSample turnaround
Why teams scrape Mercado Libre

Mercado Libre web scraping, done right.

Mercado Libre web scraping at scale, normalized to a stable schema. Krawlx maintains the scrapers, anti-bot stack, and parsing layer so your team gets clean, ready-to-use Mercado Libre data without operating the crawl pipeline yourself.

Krawlx is a full-stack web scraping partner — not a proxy reseller and not a script library. Our infrastructure, parsers, and SRE team are tuned specifically for Mercado Libre, so when Mercado Libre ships a new layout, an A/B test, or a fresh anti-bot challenge, the fix is on our roadmap, not yours.

mercado libre scrapingmercadolibrelatam ecommerce
Data fields extracted

Every Mercado Libre field, scraped and normalized.

Krawlx Mercado Libre web scraping covers every field visible on the page — and a few that aren't (computed deltas, history, normalized identifiers).

Product title
Listing URL
ASIN / SKU / Item ID
Brand / Seller
Category breadcrumb
Price
Strikethrough / list price
Currency
Discount %
Stock status
Shipping & delivery promise
Variants (size, color, pack)
Image URLs
Bullet features
Long description
Star rating
Review count
Review text
Review timestamps
Best Seller / sponsored badges
Seller name & rating
Q&A pairs
Related items

Don't see a field? Tell us what you need — we add fields on request, typically within 5 working days.

Page types we scrape

Every Mercado Libre surface, covered.

From a single SKU lookup to a full nightly catalog refresh — Krawlx supports every Mercado Libre web scraping pattern your team needs.

01

Search results (SERP)

Krawlx web scraping support for Mercado Libre's search results (serp) surface — schema-stable and SLA-backed.

02

Product detail pages (PDP)

Krawlx web scraping support for Mercado Libre's product detail pages (pdp) surface — schema-stable and SLA-backed.

03

Category pages

Krawlx web scraping support for Mercado Libre's category pages surface — schema-stable and SLA-backed.

04

Review pages

Krawlx web scraping support for Mercado Libre's review pages surface — schema-stable and SLA-backed.

05

Q&A

Krawlx web scraping support for Mercado Libre's q&a surface — schema-stable and SLA-backed.

06

Seller storefronts

Krawlx web scraping support for Mercado Libre's seller storefronts surface — schema-stable and SLA-backed.

07

Best-Seller lists

Krawlx web scraping support for Mercado Libre's best-seller lists surface — schema-stable and SLA-backed.

Use cases

Who uses Mercado Libre web scraping data, and why.

Our customers run Mercado Libre scraping for these core jobs-to-be-done, each shipped as a managed feed.

Pricing

Competitor price tracking

Hourly price + promo refresh across millions of listings, ready to feed your repricer or BI stack.

Catalog

Assortment & gap analysis

Spot SKUs you don't carry, new entrants in your category, and out-of-stock windows your team can exploit.

Brand

MAP & seller monitoring

Catch unauthorized resellers and MAP violations within hours, complete with screenshot evidence.

Search

SERP & keyword rank

Track organic position, sponsored slots, and share-of-voice across your category keywords.

Delivery & integration

Your stack, your schedule.

Mercado Libre data lands wherever your team works — REST API, real-time webhooks, Parquet drops to S3, or daily writes to your warehouse.

  • JSON, CSV, JSONL, Parquet
  • Postgres, MySQL, BigQuery, Snowflake, Redshift
  • S3, GCS, Azure Blob, SFTP
  • Webhooks (any HTTPS endpoint)
  • Real-time websocket streams (Growth & Enterprise)
  • Cron, hourly, daily, on-demand
cURLPythonNode
# Scrape Mercado Libre product data via Krawlx
curl -X GET "https://api.krawlx.io/v2/products/mercado-libre" \
  -H "Authorization: Bearer $KRAWLX_KEY" \
  -d url="https://mercado-libre.example/p/B0CXYZ1234" \
  -d fields="price,stock,reviews,seller"

One auth scheme, one schema. Switch Mercado Libre for any platform — same code path, same response shape.

Compliance & ethics

Mercado Libre web scraping — within the rules.

Public data only

We scrape only publicly accessible Mercado Libre pages. We never log into customer accounts or extract personal information not displayed publicly.

GDPR · CCPA · DPDP

Krawlx complies with GDPR (EU/UK), CCPA (California), India's DPDP Act, and local data-protection regimes. PII is filtered at the edge before delivery.

Respectful crawling

Polite request rates, jittered scheduling, and back-off on signal. Our crawlers are designed not to disrupt Mercado Libre's service for real users.

FAQ

Mercado Libre web scraping — frequent questions.

Scraping publicly accessible product, listing, and review pages is generally lawful in most jurisdictions, including the US, UK, and EU. We only collect public data — we never access content behind authentication, bypass paywalls, or extract personal information. Krawlx complies with GDPR, CCPA, and local data-protection laws.
Refresh cadence is yours to set. Most customers run hourly for hero SKUs, four-times-daily for the long tail, and on-demand for one-shot research. Real-time webhooks and websocket streams are available on Growth and Enterprise plans.
Mercado Libre uses a layered defence — TLS fingerprinting, browser-environment checks, rate limits, and selective CAPTCHA challenges. Krawlx ships a managed unblocker stack (residential rotation, real-browser rendering, fingerprint randomization, CAPTCHA solving) so you never see a 4xx in your warehouse.
JSON, CSV, JSONL, and Parquet are standard. We also push directly to Postgres, MySQL, BigQuery, Snowflake, Redshift, S3, GCS, and Azure Blob — or fan out to your webhooks. Schemas are versioned and stable across major releases.
Yes. Tell us the URLs (or just the country and category), and we'll deliver a 100–1,000-record sample of Mercado Libre data within 24–48 hours, free of charge. No credit card, no procurement maze.
Related platforms

Other LATAM & marketplace web scraping services.

Pair Mercado Libre with these adjacent platforms — most teams scrape 3–6 in parallel for full market coverage.

Browse all 82 platforms

Get a free Mercado Libre web scraping sample.

Send us 5 Mercado Libre URLs (or just a category). We'll deliver a normalized JSON sample within 24 hours.

Request a free sample