SYSTEM all green source awaytravel.com queue 1,429 pages p99 latency 312ms dataflirt.com · scraper/awaytravel-com
RUN * 14 active pipelines * awaytravel.com live

Awaytravel data,
extracted directly.

We extract luggage specifications, colour variants, limited editions, pricing, and reviews from awaytravel.com. Delivered as structured JSON, CSV, or Parquet to your warehouse on your cadence.

Products extracted
1,842 /run
Variant updates
8,491 /24h
Review records
112K /run
Active pipelines
14
Uptime
99.98%
Data Dictionary

Every field we extract from awaytravel.com

Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.

Complete list of extractable fields for Luggage Products objects from awaytravel.com. All fields typed and schema-versioned.

product_idnamecategorybase_pricecurrencydimensions_cmweight_kgcapacity_litresshell_materialtotal_variants
luggage_products
● 200 OK
"product_id": "AWY-LUG-CARRYON",
"name": "The Carry-On",
"category": "Suitcases",
"base_price": 275.0,
"currency": "USD",
"dimensions_cm": "55.1 x 34.8 x 22.9",
"weight_kg": 3.2,
"capacity_litres": 39.8
# product_idnamecategorybase_pricecurrencydimensions_cm
1
2
3

Complete list of extractable fields for Colour Variants objects from awaytravel.com. All fields typed and schema-versioned.

parent_idvariant_idcolour_namehex_codefinish_typepricein_stocklimited_editionstock_status_message
colour_variants
● 200 OK
"parent_id": "AWY-LUG-CARRYON",
"variant_id": "VAR-CO-NAVY",
"colour_name": "Navy",
"hex_code": "#1A2433",
"finish_type": "Matte",
"price": 275.0,
"in_stock": true
# parent_idvariant_idcolour_namehex_codefinish_typeprice
1
2
3

Complete list of extractable fields for Customer Reviews objects from awaytravel.com. All fields typed and schema-versioned.

review_idproduct_idauthor_namestar_ratingreview_titlereview_bodyreview_dateverified_buyerhelpful_votes
customer_reviews
● 200 OK
"review_id": "REV-849102",
"product_id": "AWY-LUG-CARRYON",
"star_rating": 5,
"review_title": "Perfect for short trips",
"review_date": "2023-10-14",
"verified_buyer": true,
"helpful_votes": 12
# review_idproduct_idauthor_namestar_ratingreview_titlereview_body
1
2
3

Complete list of extractable fields for Accessories objects from awaytravel.com. All fields typed and schema-versioned.

accessory_idnamecategorypricedimensionsmaterialcompatibilityin_stock
accessories
● 200 OK
"accessory_id": "AWY-ACC-PACK",
"name": "The Insider Packing Cubes",
"category": "Organization",
"price": 45.0,
"material": "Water-resistant nylon",
"in_stock": true
# accessory_idnamecategorypricedimensionsmaterial
1
2
3

Complete list of extractable fields for Bundles objects from awaytravel.com. All fields typed and schema-versioned.

bundle_idnameitems_includedoriginal_pricebundle_pricediscount_pctcolours_availablein_stockurl
bundles
● 200 OK
"bundle_id": "BND-WEEKENDER",
"name": "The Weekender Set",
"items_included": "['The Carry-On', 'The Everywhere Zip Backpack']",
"original_price": 470.0,
"bundle_price": 445.0,
"discount_pct": 5,
"in_stock": true
# bundle_idnameitems_includedoriginal_pricebundle_pricediscount_pct
1
2
3

Capabilities

Extract the complete D2C catalogue

Our Awaytravel scraper captures the entire product matrix, navigating Next.js frontend state to extract hard-to-reach variant data, limited edition inventory, and bundle pricing.

Full Catalogue Extraction

Extract all suitcases, bags, and accessories with complete metadata including dimensions, weight, capacity, and materials.

Variant Matrix Mapping

Map parent products to every colour and finish variant, capturing unique SKUs, hex codes, and variant-specific pricing.

Limited Edition Tracking

Monitor limited edition colour drops and seasonal collections, tracking availability windows and stock depletion.

Review & Rating Mining

Extract the full corpus of customer reviews, star ratings, verified buyer badges, and helpful vote counts.

Bundle & Set Pricing

Capture dynamic bundle pricing, calculating the exact discount percentage against individual item list prices.

Specification Extraction

Parse detailed technical specifications including TSA lock details, wheel types, interior compression systems, and shell materials.

Inventory State Monitoring

Track in-stock, out-of-stock, and pre-order statuses across all individual variants to model supply chain health.

Personalisation Add-ons

Extract pricing rules and character limits for monogramming and luggage tag personalisation options.

Scheduled Diff Modes

Run continuous pipelines with change-detection diffing to only ingest updated pricing or new product launches.

// engagement pipeline

From catalogue URL to warehouse record

Brief in. Clean data out.

Define Scope
d 0

Specify product categories, regional storefronts, or specific metadata fields. We design the extraction schema together.

Pipeline Build
d 2–4

We configure Scrapy and Playwright crawlers, handling Next.js application state extraction and proxy rotation.

Validation & QA
d 4–6

Schema validation, variant mapping checks, and null-rate monitoring before full launch.

Delivery
ongoing

JSON, CSV, or Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.

Under the hood

Navigating modern headless commerce

Awaytravel uses a modern JavaScript-heavy frontend. Here is how we extract structured data reliably without brittle DOM parsing.

pipeline-monitor · awaytravel.com · live ● active
// fingerprinting
Identity rotation
TLS fingerprintrandomised
User-agentrotated
IP poolresidential
Challenges blocked0
// pagination
Page coverage
48,291 pages queued running
// observability
Pipeline health
99.9%
uptime
142ms
p99 lat
0.3%
null rate
2
alerts
State extraction
Next.js hydration capture

Instead of relying on fragile CSS selectors that break during frontend redesigns, we intercept and parse the raw JSON application state hydrated by the Next.js framework, ensuring perfect data fidelity.

Dynamic pricing
Variant-specific price resolution

Pricing often changes based on colour finish or personalisation options. Our Playwright sessions simulate variant selection to capture accurate pricing for every possible SKU combination.

Anti-bot layer
Residential proxy rotation

We utilise residential ISP proxies to route requests, mimicking legitimate consumer traffic and bypassing automated scraping protections employed by modern D2C platforms.

Schema stability
Resilient extraction logic

Our extraction logic maps internal product IDs to public SKUs, maintaining stable references even if the marketing display names change over time.

Change detection
Only re-scrape what has changed

We maintain a hash index of last-seen values per field. Subsequent runs only push diffs, reducing compute cost and downstream processing load.

Applications

Who uses Awaytravel data

Teams across industries use awaytravel.com data to build competitive products and smarter operations.

01
Competitor Benchmarking

Luggage brands monitor Awaytravel's pricing tiers, dimensions, and material choices to position their own product lines.

02
Market Research

Analysts track product catalogue expansion from core suitcases into apparel and accessories to map D2C growth strategies.

03
Pricing Strategy

Retailers analyse bundle discounts and limited edition premiums to optimise their own promotional pricing models.

04
Trend Analysis

Design teams track the introduction and retirement of specific colourways to identify consumer aesthetic preferences.

05
Supply Chain Intelligence

Firms monitor out-of-stock states across variants to estimate inventory turnover and supply chain constraints.

06
Product Development

R&D teams mine customer reviews to identify common complaints regarding wheel durability or zipper quality for competitive advantage.

Why DataFlirt

"Awaytravel represents the benchmark for modern D2C luggage. Extracting their catalogue requires mapping complex variant matrices and limited edition drops."

Scraping a modern headless commerce frontend demands full JavaScript execution and state hydration. We handle the React application state extraction, proxy rotation, and continuous schema maintenance. DataFlirt delivers clean luggage specifications so your analysts can focus on market positioning rather than scraping.

Technical Spec

Awaytravel scraper technical capabilities

Everything supported by our awaytravel.com scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.

JavaScript rendering
Full Playwright sessions required for dynamic variant pricing and availability
Supported
Residential proxy rotation
ISP-grade residential IPs rotated per request to bypass rate limits
Supported
Variant mapping
Parent to child SKU relationships mapping all colour and size combinations
Supported
Review pagination
Extraction of the entire review corpus across all paginated endpoints
Supported
Bundle extraction
Resolution of individual items within sets and bundle discount calculations
Supported
Change detection
Hash-based diffing to emit only records with changed fields since last run
Supported
Regional storefronts
Support for US, UK, and EU specific pricing and inventory
Supported
User account order history
Historical purchase data requires individual user authentication
Partial
Saved wishlist data
User-specific saved items are gated behind login walls
Partial
Infrastructure

Infrastructure powering the pipeline

Open-source tooling on proven cloud infra — no vendor lock-in, full observability.

ScrapyPlaywrightPython 3.12RedisPostgreSQLApache AirflowAWS LambdaS3CloudWatch2CaptchaCapSolverResidential ProxiesDockerKubernetesGrafanaPrometheus
Scrapy + Playwright Stack

Scrapy handles crawl orchestration and deduplication. Playwright handles JavaScript rendering, Next.js state hydration, and variant interaction flows.

Residential Proxy Infrastructure

We maintain pools of residential ISP proxies. Rotation happens per request to ensure uninterrupted access to catalogue endpoints.

Cloud-Native Orchestration

Pipelines run on AWS Lambda and ECS. Airflow handles scheduling and dependency management. All state is stored in managed Postgres.

Output & Delivery

Your data, your destination

Data delivered to where your team already works — no new tooling required.

JSON
Newline-delimited or nested format
CSV
Flat file with typed columns
XLS
Excel compatible tabular data
Parquet
Columnar format for data warehouses
AWS S3
Direct bucket delivery
Webhook
HTTP POST per record
API
REST endpoints for on-demand querying
BigQuery
Streamed directly into your dataset
Snowflake
Stage and COPY INTO workflow
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

About awaytravel.com scraping, legality, and pipeline operations.

Ask us directly →
Is scraping Awaytravel legal?

Scraping publicly available catalogue and pricing information is generally permissible under applicable law. DataFlirt extracts only public, non-authenticated product and review data. We do not extract personal user data or circumvent authentication walls.

How do you handle the Next.js frontend?

We intercept the JSON application state hydrated by the Next.js framework during page load. This provides cleaner, more structured data than attempting to parse the rendered DOM elements.

Can you track limited edition colours?

Yes. We map the entire variant matrix for each product, including seasonal and limited edition releases, tracking their pricing and inventory status over time.

How fresh is the inventory data?

Pipelines can be configured to run daily or at custom intervals. The data reflects the inventory state at the exact timestamp of the crawl execution.

Do you extract bundle pricing?

Yes. We extract predefined sets and bundles, mapping the included items and calculating the effective discount against individual list prices.

What is the minimum viable engagement?

Our packages start with full catalogue extraction on a weekly schedule. For custom schema requirements or higher frequency runs, we price based on compute volume.

$ dataflirt scope --new-project --source=awaytravel.com ready

Tell us what
to extract.
We do the rest.

20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off catalogue export or continuous competitor monitoring, we scope, build, and operate the pipeline. Tell us what you need.

hello@dataflirt.com · Bengaluru · IST · typical reply < 4h
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