We extract curated accommodation listings, availability calendars, pricing tiers, and host profiles from Sawday's. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.
Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.
Complete list of extractable fields for Property Listings objects from sawdays.co.uk. All fields typed and schema-versioned.
"property_id": "SD-8492", "name": "The Old Rectory", "property_type": "Bed & Breakfast", "region": "Cornwall", "capacity": 4, "bedrooms": 2, "bathrooms": 2
| # | property_id | name | property_type | location | region | capacity |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Pricing & Availability objects from sawdays.co.uk. All fields typed and schema-versioned.
"property_id": "SD-8492", "date": "2026-07-14", "status": "available", "price": 185.0, "currency": "GBP", "min_stay": 2, "seasonal_rate": "high_season"
| # | property_id | date | status | price | currency | min_stay |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
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Complete list of extractable fields for Amenities & Features objects from sawdays.co.uk. All fields typed and schema-versioned.
"property_id": "SD-8492", "wifi": true, "parking": true, "pets_allowed": false, "ev_charging": true, "sustainability_rating": "Gold", "accessible": false
| # | property_id | wifi | parking | pets_allowed | pool | ev_charging |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
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Complete list of extractable fields for Host Data objects from sawdays.co.uk. All fields typed and schema-versioned.
"property_id": "SD-8492", "host_name": "Eleanor & Richard", "host_since": "2018", "languages_spoken": "['English', 'French']", "response_rate": 98.5, "super_host_status": true, "host_description": "We moved to Cornwall in 2015 to restore this beautiful rectory."
| # | property_id | host_name | host_since | host_description | response_rate | languages_spoken |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Location & POI objects from sawdays.co.uk. All fields typed and schema-versioned.
"property_id": "SD-8492", "latitude": 50.266, "longitude": -5.052, "postcode": "TR1 2AB", "nearest_station": "Truro", "nearest_airport": "Newquay", "distance_to_pub": "0.5 miles"
| # | property_id | latitude | longitude | address | postcode | nearest_station |
|---|---|---|---|---|---|---|
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Our Sawday's scraper handles every layer of the platform: property listings, dynamic pricing calendars, host intelligence, and curated reviews - with JavaScript rendering and session management built in.
Extract curated descriptions, capacity, room configurations, and property types directly from the listing page.
Capture seasonal rates, minimum stays, and weekend premiums across a rolling 12-month window.
Monitor booked versus available dates to calculate occupancy rates and booking velocity.
Parse pet rules, EV charging availability, and accessibility features for every property.
Extract host biographies, tenure, response rates, and contact metadata where publicly available.
Capture coordinates, postcodes, and proximity to local pubs, transit, and attractions.
Extract eco-friendly features and green ratings highlighted by Sawday's inspection team.
Extract CDN URLs for property galleries, exterior shots, and room-specific photos.
Run daily availability syncs or weekly full-catalogue refreshes to maintain an accurate database.
Brief in. Clean data out.
Provide target regions, property types, or specific URLs. We design the extraction schema together.
We configure Scrapy / Playwright crawlers, proxy rotation, and session management for sawdays.co.uk.
Schema validation, null-rate checks, price-outlier detection, and sample reviews before full launch.
JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
Extracting calendar data requires persistent sessions and dynamic rendering. Here is how we stay resilient.
We use UK-based residential ISP proxies with realistic browser fingerprints and randomised request timing to bypass rate limits during extensive calendar scans.
Sawday's availability calendars require JavaScript execution to hydrate pricing data. We run full Playwright browser sessions to capture data that headless HTTP clients miss entirely.
Our selector strategy uses multiple fallback chains per field - CSS selectors, XPath, and text-pattern matching - so a layout change does not break your data pipeline overnight.
For large property catalogues, we maintain a hash index of last-seen values per date. Subsequent runs only push diffs, reducing compute cost and downstream processing load.
Every run emits structured logs to our observability stack. We alert on null-rate spikes, price outliers, and schema drift, responding before you notice.
Compare boutique accommodation rates across UK regions to optimise pricing strategies.
Identify high-yield properties and occupancy trends for hospitality investments.
Enrich meta-search engines with curated boutique inventory and unique property attributes.
Track availability and pricing strategies of similar properties to maintain competitive edge.
Correlate booking velocities with regional events to predict demand spikes.
Analyse the adoption of eco-features and green certifications in UK hospitality.
"Sawday's curates the finest boutique stays, but accessing their availability and pricing at scale requires a dedicated extraction pipeline."
Most teams underestimate the complexity of scraping dynamic calendar widgets. Reliable extraction requires JavaScript rendering, session management, and resilient proxy rotation to handle rate limits. DataFlirt absorbs that complexity so your engineers can focus on analysis, not infrastructure maintenance.
Everything supported by our sawdays.co.uk scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.
Open-source tooling on proven cloud infra — no vendor lock-in, full observability.
Scrapy handles crawl orchestration and deduplication. Playwright handles JavaScript rendering and dynamic calendar interactions.
We maintain pools of residential ISP proxies across UK regions. Rotation happens per-request to prevent rate limiting.
Pipelines run on AWS Lambda and ECS. Airflow handles scheduling and dependency management. All state stored in Postgres.
Data delivered to where your team already works — no new tooling required.
About sawdays.co.uk scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available information from Sawday's is generally permissible. DataFlirt targets only public, non-authenticated property, pricing, and review data. We do not extract personal user data or circumvent authentication walls.
We use UK residential ISP proxies, full Playwright browser sessions with realistic fingerprints, and request timing modelled on human behaviour to distribute load and avoid IP bans.
We typically extract a rolling 12-month window for availability and pricing, matching the maximum visibility provided by the platform's calendar widget.
Full catalogue refreshes run at a daily cadence, completing within a 4-hour window. Pricing and availability diffs are calculated immediately post-run.
We support all regions listed on sawdays.co.uk, including the UK, France, Italy, Spain, and Portugal.
Our packages start at a defined property list or specific target regions with weekly delivery. Contact us with your use case for a scoped quote.
Yes. We provide a sample run of up to 100 properties as part of the pre-engagement scoping process, allowing you to validate schema fit and data quality.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off property dump or continuous availability tracking across the UK - we scope, build, and operate the pipeline. Tell us what you need.
