SYSTEM all green source uswitch.com queue 12,403 postcodes p99 latency 312ms dataflirt.com · scraper/uswitch-com
RUN · 42 active pipelines · uswitch.com live

Uswitch comparison data,
at warehouse scale.

We extract energy tariffs, broadband packages, mobile contracts, and insurance quotes from Uswitch. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.

Tariffs extracted
1.2M /day
Quote variations
485K /24h
Postcodes mapped
2.8M
Active pipelines
42
Uptime
99.94%
Data Dictionary

Every field we extract from uswitch.com

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

Complete list of extractable fields for Energy Tariffs objects from uswitch.com. All fields typed and schema-versioned.

providertariff_nametariff_typepayment_methodunit_rate_elecstanding_charge_elecunit_rate_gasstanding_charge_gasexit_feegreen_energy_pctestimated_annual_cost
energy_tariffs
● 200 OK
"provider": "Octopus Energy",
"tariff_name": "Flexible Octopus",
"tariff_type": "Variable",
"unit_rate_elec": 24.5,
"standing_charge_elec": 45.0,
"exit_fee": 0.0,
"estimated_annual_cost": 1850.5
# providertariff_nametariff_typepayment_methodunit_rate_elecstanding_charge_elec
1
2
3

Complete list of extractable fields for Broadband Packages objects from uswitch.com. All fields typed and schema-versioned.

providerpackage_namedownload_speed_mbpsupload_speed_mbpsmonthly_costsetup_costcontract_length_monthstechnology_typerouter_includedintroductory_offer
broadband_packages
● 200 OK
"provider": "Virgin Media",
"package_name": "M250 Fibre Broadband",
"download_speed_mbps": 264,
"monthly_cost": 29.99,
"setup_cost": 0.0,
"contract_length_months": 18,
"technology_type": "Fibre to the premises"
# providerpackage_namedownload_speed_mbpsupload_speed_mbpsmonthly_costsetup_cost
1
2
3

Complete list of extractable fields for Mobile Contracts objects from uswitch.com. All fields typed and schema-versioned.

networkhandset_modelstorage_gbmonthly_costupfront_costdata_allowance_gbminutes_allowancetexts_allowancecontract_length_monthsperks_included
mobile_contracts
● 200 OK
"network": "O2",
"handset_model": "iPhone 15 Pro",
"storage_gb": 256,
"monthly_cost": 54.99,
"upfront_cost": 30.0,
"data_allowance_gb": 100,
"contract_length_months": 24
# networkhandset_modelstorage_gbmonthly_costupfront_costdata_allowance_gb
1
2
3

Complete list of extractable fields for Car Insurance Quotes objects from uswitch.com. All fields typed and schema-versioned.

providerpolicy_typeannual_premiummonthly_premiumvoluntary_excesscompulsory_excesscourtesy_carwindscreen_coverbreakdown_coverpersonal_accident_cover
car_insurance quotes
● 200 OK
"provider": "Admiral",
"policy_type": "Comprehensive",
"annual_premium": 450.0,
"voluntary_excess": 250,
"compulsory_excess": 150,
"courtesy_car": true,
"breakdown_cover": false
# providerpolicy_typeannual_premiummonthly_premiumvoluntary_excesscompulsory_excess
1
2
3

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

provider_nameservice_categoryoverall_ratingreview_countvalue_ratingcustomer_service_ratingease_of_switchingrecommendation_pct
provider_reviews
● 200 OK
"provider_name": "Plusnet",
"service_category": "Broadband",
"overall_rating": 4.2,
"review_count": 14520,
"customer_service_rating": 4.5,
"recommendation_pct": 88
# provider_nameservice_categoryoverall_ratingreview_countvalue_ratingcustomer_service_rating
1
2
3

Capabilities

Everything you need from Uswitch - nothing you don't

Our Uswitch scraper automates complex multi-step quote forms, handles postcode-dependent dynamic pricing, and normalises tariff structures across energy, broadband, and insurance verticals.

Energy Tariff Extraction

Gas and electricity unit rates, standing charges, green energy percentages, and exit fees extracted across all available UK regions.

Broadband & TV Packages

Download speeds, contract lengths, setup fees, and bundled TV channel data captured for all major UK ISPs.

Insurance Quote Automation

Multi-step form completion using synthetic driver or homeowner profiles to generate comparative premium data.

Mobile Deal Tracking

Handset costs, upfront fees, data allowances, and network perks extracted for SIM-only and device contracts.

Postcode-Level Granularity

Regional pricing variations mapped by cycling through representative UK postal districts during extraction.

Introductory Offer Tracking

Cashback deals, retail vouchers, and fixed-price periods captured to calculate true first-year costs.

Exit Fee & Penalty Mapping

Contract termination costs and penalty clauses extracted to model switching barriers.

Provider Review Aggregation

Customer satisfaction scores, value ratings, and recommendation percentages scraped from Uswitch provider directories.

Scheduled + Streaming Modes

Run one-off bulk exports or configure continuous pipelines at hourly, daily, or weekly cadences.

Schema Normalisation

Standardised output formats across 50+ energy providers and ISPs, simplifying downstream analysis.

// engagement pipeline

From postcode list to warehouse record

Brief in. Clean data out.

Define Scope
d 0

Provide postcodes, dummy insurance profiles, or specific utility categories. We design the extraction schema together.

Pipeline Build
d 2–4

We configure Playwright crawlers for multi-step forms, proxy rotation, session management, and CAPTCHA handling.

Validation & QA
d 4–6

Schema validation, null-rate checks, premium-outlier detection, and sample verification before full launch.

Delivery
ongoing

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

Under the hood

How our Uswitch pipeline handles the hard parts

Uswitch relies on complex session states, multi-step React forms, and strict bot mitigation. Here is how we extract data reliably.

pipeline-monitor · uswitch.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
Anti-bot layer
Residential UK proxies + fingerprint spoofing

Uswitch employs strict bot protection. Our crawlers use residential UK ISP proxies with realistic browser fingerprints and full cookie session management to maintain access during long quote processes.

Multi-step forms
Playwright automating React state transitions

Insurance and energy quotes require completing 10+ page forms. We run full Playwright browser sessions to execute JavaScript, trigger validations, and navigate stateful React applications.

Session management
Handling token expiry

Quote sessions expire quickly. We manage authentication tokens and session cookies dynamically, ensuring multi-step forms complete successfully without timeout errors.

Postcode normalisation
Validating UK postal districts

Pricing varies by region. We cycle through a validated database of UK postcodes, handling address lookup APIs and regional form variations automatically.

Monitoring & alerting
Detecting UI form changes

Comparison sites frequently update their form flows. We alert on schema drift, validation failures, and coverage drops, adapting selectors before your data pipeline degrades.

Applications

Who uses Uswitch data - and how

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

01
Competitor Pricing Intelligence

Utility providers monitor rival tariffs, introductory offers, and regional pricing to adjust their own market positioning.

02
Market Share Analysis

Analysts track provider visibility, top-ranked deals, and category saturation to evaluate market dynamics.

03
Product Development

Telecoms use broadband and mobile contract data to design competitive packages and optimise contract lengths.

04
Actuarial & Risk Modelling

Insurance firms run synthetic profiles through comparison engines to compare baseline premiums against competitors.

05
Affiliate Revenue Optimisation

Marketing teams track cashback, referral deals, and voucher inclusions to optimise acquisition spend.

06
Regulatory Compliance

Regulators and auditors verify advertised rates against actual quote outputs to ensure fair pricing practices.

Why DataFlirt

"Uswitch aggregates the UK's most competitive utility and insurance markets, but extracting that pricing requires navigating complex, stateful quote forms."

Most teams fail at scraping comparison sites because they treat them like static catalogues. Reliable Uswitch extraction requires executing multi-step JavaScript forms, managing session tokens, and cycling UK residential proxies. DataFlirt maintains the automation layer so you just query the resulting pricing tables.

Technical Spec

Uswitch scraper - technical capabilities

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

Multi-step form automation
Navigation of 10+ page quote forms for insurance and energy
Supported
UK Residential proxy rotation
ISP-grade residential IPs from UK pools to bypass regional blocks
Supported
Postcode-level routing
Address lookup integration for region-specific pricing
Supported
JavaScript rendering
Full Playwright sessions required for React-based frontends
Supported
CAPTCHA bypass
Automated 2Captcha + CapSolver integration
Supported
Synthetic profile injection
Programmatic input of dummy driver/homeowner data for quotes
Supported
Change detection (diffs)
Hash-based diff: only emit records with changed pricing
Supported
Personal account switching status
Tracking live utility switches requires user authentication
Partial
Verified ID insurance quotes
Quotes requiring actual DVLA or credit check validation
Partial
Infrastructure

Infrastructure powering the Uswitch pipeline

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

ScrapyPlaywrightPython 3.12RedisPostgreSQLApache AirflowAWS LambdaS3CloudWatch2CaptchaCapSolverResidential ProxiesDockerKubernetesGrafanaPrometheus
Playwright Form Automation

Playwright handles complex JavaScript rendering, cookie sessions, and multi-step form interactions required to generate accurate quotes.

UK Proxy Infrastructure

We maintain pools of residential ISP proxies across the UK. Rotation happens per-session to ensure quote processes complete without IP bans.

Cloud-Native Orchestration

Pipelines run on AWS Lambda and ECS. Airflow handles scheduling, dependency management, and SLA alerting. All state 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 - schema versioned per run
CSV
Flat file with typed columns - Excel/Sheets compatible
XLS
Formatted spreadsheet for business analysts
Parquet
Columnar format for BigQuery, Snowflake, Athena
AWS S3
Direct bucket delivery - compatible with any data lake
Webhook
HTTP POST per record for real-time downstream processing
API
REST endpoints to query extracted pricing data
BigQuery
Streamed directly into your dataset with schema auto-detect
Snowflake
Stage + COPY INTO workflow - incremental or full-replace
Postgres
Upsert into your existing schema with conflict resolution
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

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

Ask us directly →
Is scraping Uswitch legal?

Scraping publicly available pricing information from Uswitch is generally permissible under applicable UK law. DataFlirt targets only public, non-authenticated tariff and quote data using synthetic profiles. We do not extract personal data or circumvent authentication walls. Clients should review Uswitch's ToS and consult legal counsel for specific use cases.

How do you handle the multi-step quote forms?

We use Playwright to automate browser sessions, injecting synthetic profiles (e.g., dummy vehicle details or usage estimates) to navigate the forms exactly as a user would, capturing the final pricing output.

Do you support all UK postcodes?

Yes. We can cycle through a comprehensive list of UK postal districts to capture regional variations in energy standing charges and broadband availability.

Can you extract historical tariff data?

We capture point-in-time pricing. By running pipelines on a scheduled cadence (e.g., daily), we build a historical time-series dataset for you from the day the pipeline is commissioned.

How do you manage dummy profiles for insurance quotes?

Clients provide the parameters (e.g., age brackets, vehicle models, property types). We translate these into synthetic profiles that our automation layer uses to populate the Uswitch forms.

What is the minimum viable engagement?

Our minimum engagement typically covers a single vertical (e.g., broadband packages or energy tariffs) updated weekly. For complex multi-step insurance quotes across numerous profiles, pricing scales with compute requirements.

Can I request a sample dataset before committing?

Yes. We provide a sample run covering a limited set of postcodes or synthetic profiles during the scoping phase, allowing you to validate schema fit and data quality before signing a contract.

$ dataflirt scope --new-project --source=uswitch.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 daily energy tariff tracking or comprehensive insurance premium modelling, we scope, build, and operate the pipeline. Tell us what you need.

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

Data Extraction for Every Industry

View All Services →