Australia & NZFood deliveryWeb Scraping API + Datasets

Menulog web scraping & data extraction services

Daily Menulog food delivery data — prices, listings, availability, and reviews — refreshed on your schedule and delivered to your warehouse.

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

Menulog web scraping, done right.

Menulog 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 Menulog 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 Menulog, so when Menulog ships a new layout, an A/B test, or a fresh anti-bot challenge, the fix is on our roadmap, not yours.

menulog scrapingmenulog apimenulog data extractionweb scraping food delivery
Data fields extracted

Every Menulog field, scraped and normalized.

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

Restaurant name
Restaurant ID
Cuisine tags
Address
Delivery zone
Delivery fee
Service fee
Min order
ETA window
Open / closed
Menu sections
Item name
Item description
Item price
Item modifiers
Combo offers
Aggregator promos
Star rating
Review count

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 Menulog surface, covered.

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

01

Restaurant pages

Krawlx web scraping support for Menulog's restaurant pages surface — schema-stable and SLA-backed.

02

Menu sections

Krawlx web scraping support for Menulog's menu sections surface — schema-stable and SLA-backed.

03

Item modifiers

Krawlx web scraping support for Menulog's item modifiers surface — schema-stable and SLA-backed.

04

Aggregator promo pages

Krawlx web scraping support for Menulog's aggregator promo pages surface — schema-stable and SLA-backed.

Use cases

Who uses Menulog web scraping data, and why.

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

Chain

Aggregator vs direct-app delta

See where aggregators mark up your menu, and by how much — store by store, item by item.

QSR

Geofenced menu pricing

Compare item pricing across ZIPs, dayparts, and aggregators for revenue management.

Brand

Promo & combo decoding

Parse aggregator promos and combo offers into normalized, comparable records.

Delivery & integration

Your stack, your schedule.

Menulog 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 Menulog product data via Krawlx
curl -X GET "https://api.krawlx.io/v2/products/menulog" \
  -H "Authorization: Bearer $KRAWLX_KEY" \
  -d url="https://menulog.example/p/B0CXYZ1234" \
  -d fields="price,stock,reviews,seller"

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

Compliance & ethics

Menulog web scraping — within the rules.

Public data only

We scrape only publicly accessible Menulog 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 Menulog's service for real users.

FAQ

Menulog 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.
Menulog 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 Menulog data within 24–48 hours, free of charge. No credit card, no procurement maze.
Related platforms

Other Australia & NZ & food delivery web scraping services.

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

Browse all 82 platforms

Get a free Menulog web scraping sample.

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

Request a free sample