We extract premium quotes, Defaqto ratings, policy limits, and provider tiering from Gocompare. 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 Car Insurance Quotes objects from gocompare.com. All fields typed and schema-versioned.
"provider_name": "Admiral", "premium_annual": 452.5, "total_excess": 250, "defaqto_rating": 5, "courtesy_car": true, "windscreen_cover": true, "profile_hash": "a8f9c2e4"
| # | quote_id | provider_name | premium_annual | premium_monthly | apr | voluntary_excess |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
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Complete list of extractable fields for Home Insurance Quotes objects from gocompare.com. All fields typed and schema-versioned.
"provider_name": "Churchill", "premium_annual": 184.2, "buildings_cover_limit": 1000000, "contents_cover_limit": 50000, "total_excess": 200, "defaqto_rating": 5
| # | quote_id | provider_name | premium_annual | buildings_cover_limit | contents_cover_limit | accidental_damage |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Pet Insurance Quotes objects from gocompare.com. All fields typed and schema-versioned.
"provider_name": "Petplan", "cover_type": "Lifetime", "premium_monthly": 32.4, "vet_fee_limit": 4000, "excess_amount": 95, "defaqto_rating": 5
| # | quote_id | provider_name | premium_annual | premium_monthly | cover_type | vet_fee_limit |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Provider Details objects from gocompare.com. All fields typed and schema-versioned.
"brand_name": "Hastings Direct", "underwriter_name": "Advantage Insurance Company Ltd", "fca_number": "311492", "defaqto_rating": 5, "customer_rating": 4.2, "review_count": 1420
| # | provider_id | brand_name | underwriter_name | fca_number | contact_phone | claims_phone |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Risk Profile Mapping objects from gocompare.com. All fields typed and schema-versioned.
"profile_hash": "a8f9c2e4", "age": 34, "vehicle_make": "Ford", "vehicle_model": "Fiesta", "annual_mileage": 8000, "no_claims_years": 5, "postcode_sector": "M1 1"
| # | profile_hash | age | occupation | marital_status | vehicle_reg | vehicle_make |
|---|---|---|---|---|---|---|
| 1 | ||||||
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| 3 |
Our Gocompare scraper handles the entire quote journey: form submission, session management, dynamic pricing capture, and policy feature extraction.
Extract premium data across car, home, pet, travel, van, and bike insurance categories using unified schemas.
Feed us CSVs of demographic and vehicle permutations. We iterate through them to generate comprehensive market pricing.
Capture the granular costs for legal cover, breakdown assistance, key cover, and protected no claims discounts.
Separate voluntary and compulsory excess amounts to calculate the true total excess required per policy.
Capture the official 1 to 5 star Defaqto ratings assigned to each policy to benchmark product quality.
Playwright scripts handle complex multi-step React forms, preserving state and bypassing validation errors.
Maintain time-series datasets to track premium inflation and pricing changes per provider over time.
Analyse rank position per provider across thousands of profiles to determine market competitiveness.
Map premiums across UK postcode sectors to identify regional risk pricing models.
Configure daily or weekly market snapshots to feed your internal actuarial models.
Brief in. Clean data out.
Provide risk profiles, postcodes, and vehicle types. We design the extraction schema together.
We configure Playwright form submissions, UK proxy rotation, and session management for gocompare.com.
Null-rate checks, premium outlier detection, and schema validation before full launch.
JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
Insurance aggregators use complex multi-page forms, session tokens, and strict rate limits. Here is how we maintain pipeline stability.
Gocompare requires completing extensive forms to generate quotes. We run full Playwright browser sessions to navigate these steps, handle conditional fields, and submit payloads accurately.
Aggregators aggressively block datacentre IPs. We route all traffic through clean UK ISP residential proxies, ensuring requests appear as legitimate local consumer traffic.
The platform relies on anti-CSRF tokens and session cookies. Our middleware extracts and passes these tokens seamlessly between form steps to prevent session invalidation.
We iterate through provided matrices of age, vehicle type, and postcode data, systematically submitting unique profiles to map comprehensive market pricing.
To avoid triggering velocity blocks, we randomise request timing and distribute form submissions across hundreds of concurrent IP addresses.
Underwriters monitor market position and rank across specific demographic profiles to adjust pricing models.
Actuaries analyse premium elasticity and competitor responses to changing risk factors.
Track postcode level premium variations to understand how competitors view regional risk.
Compare Defaqto limits and add-on inclusions to ensure product competitiveness.
Monitor macro trends in insurance costs across the entire market on a weekly basis.
Proxy quote volumes and rank positions to estimate competitor market share growth.
"Insurance pricing is highly dynamic and hyper-localised. Extracting it requires executing thousands of specific user journeys, not just crawling static pages."
Most teams fail at scraping aggregators because they underestimate the complexity of multi-step form state and session validation. DataFlirt handles the Playwright orchestration, UK proxy rotation, and form automation so your actuaries get clean premium tables without managing infrastructure.
Everything supported by our gocompare.com scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.
Open-source tooling on proven cloud infra — no vendor lock-in, full observability.
We utilise full browser automation to handle React state, conditional form fields, and session tokens required to reach the quote results page.
Aggregators instantly block datacentre traffic. We route all requests through verified UK ISP residential proxies to maintain high success rates.
Pipelines run on AWS Lambda and ECS. Airflow handles scheduling, dependency management, and SLA alerting to ensure data arrives on time.
Data delivered to where your team already works — no new tooling required.
About gocompare.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available quote data is generally permissible under UK law provided it does not extract personal data or breach terms of service in a damaging way. DataFlirt targets only market pricing data using synthetic profiles. Clients should consult legal counsel for specific use cases.
We use Playwright to automate the browser, executing the exact steps a human would take. This ensures all required session tokens and conditional fields are handled correctly before reaching the results page.
Yes. Clients provide us with CSV files containing the demographic and vehicle permutations they want to test. Our system iterates through these profiles automatically.
We route all traffic through UK residential ISP proxies and implement strict rate limiting per IP to mimic natural human behaviour and avoid triggering Cloudflare blocks.
We support car, home, pet, travel, van, and bike insurance. Each product has a tailored extraction schema to capture relevant features and limits.
Quotes are generated in real-time during the pipeline run, ensuring the premiums reflect the exact market state at that moment.
Yes. We extract the base premium as well as the granular costs for breakdown cover, legal assistance, key cover, and protected no claims discounts.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need daily competitor benchmarking or a one-off geographic pricing analysis, we scope, build, and operate the pipeline. Tell us your requirements.
