SYSTEM all green source insurify.com queue 12,491 profiles p99 latency 841ms dataflirt.com · scraper/insurify-com
RUN - 41 active pipelines - insurify.com live

Insurance quote data,
at warehouse scale.

We extract premium rates, carrier comparisons, coverage options, and discount data from Insurify. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.

Quotes extracted
142K /day
Carrier rates
894K /24h
Zip codes tracked
41K /run
Active pipelines
41
Uptime
99.94%
Data Dictionary

Every field we extract from insurify.com

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

Complete list of extractable fields for Auto Quotes objects from insurify.com. All fields typed and schema-versioned.

quote_idcarrier_namecarrier_logomonthly_premiumsix_month_premiumcoverage_typedeductible_collisiondeductible_comprehensivebodily_injury_limitproperty_damage_limitdriver_profile_hashzip_codescraped_at
auto_quotes
● 200 OK
"carrier_name": "Progressive",
"monthly_premium": 142.5,
"coverage_type": "Full Coverage",
"deductible_collision": 500,
"deductible_comprehensive": 500,
"zip_code": "90210",
"bodily_injury_limit": "50k/100k"
# quote_idcarrier_namecarrier_logomonthly_premiumsix_month_premiumcoverage_type
1
2
3

Complete list of extractable fields for Home Quotes objects from insurify.com. All fields typed and schema-versioned.

quote_idcarrier_namemonthly_premiumannual_premiumdwelling_coveragepersonal_propertyliability_limitdeductibleroof_typeyear_builtzip_codescraped_at
home_quotes
● 200 OK
"carrier_name": "Liberty Mutual",
"monthly_premium": 85.0,
"dwelling_coverage": 350000,
"personal_property": 175000,
"liability_limit": 300000,
"deductible": 1000,
"zip_code": "30301"
# quote_idcarrier_namemonthly_premiumannual_premiumdwelling_coveragepersonal_property
1
2
3

Complete list of extractable fields for Carrier Profiles objects from insurify.com. All fields typed and schema-versioned.

carrier_idnameam_best_ratingjd_power_scoreinsurify_composite_scoreyear_foundedheadquartersstates_activepolicy_typescustomer_service_number
carrier_profiles
● 200 OK
"name": "Geico",
"am_best_rating": "A++",
"insurify_composite_score": 4.8,
"year_founded": 1936,
"headquarters": "Chevy Chase, MD",
"states_active": 50
# carrier_idnameam_best_ratingjd_power_scoreinsurify_composite_scoreyear_founded
1
2
3

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

carrier_namediscount_namediscount_typeestimated_savings_pctrequirementsapplicable_coveragestackablestate_restrictionsscraped_at
discounts
● 200 OK
"carrier_name": "State Farm",
"discount_name": "Safe Driver",
"discount_type": "Telematics",
"estimated_savings_pct": 15,
"applicable_coverage": "Liability",
"stackable": true
# carrier_namediscount_namediscount_typeestimated_savings_pctrequirementsapplicable_coverage
1
2
3

Complete list of extractable fields for Vehicle Data objects from insurify.com. All fields typed and schema-versioned.

vehicle_yearvehicle_makevehicle_modeltrimbody_stylesafety_ratingtheft_rate_indexavg_insurance_costprimary_useannual_mileagescraped_at
vehicle_data
● 200 OK
"vehicle_year": 2022,
"vehicle_make": "Toyota",
"vehicle_model": "Camry",
"safety_rating": "5 Star",
"avg_insurance_cost": 165.0,
"primary_use": "Commute"
# vehicle_yearvehicle_makevehicle_modeltrimbody_stylesafety_rating
1
2
3

Capabilities

Complete insurance rate intelligence

Our Insurify scraper navigates complex multi-step forms, handles session tokens, and extracts comparative premium data across thousands of simulated driver profiles and ZIP codes.

Form Navigation

Automated traversal of multi-step quote generation forms with synthetic driver and property profiles.

Premium Extraction

Capture monthly, 6-month, and annual premium variations across all presented carriers.

Coverage Mapping

Extract exact limits for bodily injury, property damage, uninsured motorist, and PIP.

Deductible Analysis

Track how premium prices shift when adjusting collision and comprehensive deductibles.

Carrier Ratings

Scrape Insurify composite scores, AM Best ratings, and JD Power data for each provider.

Discount Tracking

Identify available discounts like multi-policy, safe driver, and good student across carriers.

ZIP Code Targeting

Execute quote simulations across specific US ZIP codes to build geographic pricing heatmaps.

IP Geolocation

Route requests through state-specific US residential proxies to bypass regional blocking and ensure accurate rates.

Session Management

Maintain persistent cookie sessions to prevent quote timeouts and rate-limiting blocks.

Change Detection

Monitor premium fluctuations for identical profiles over time to track carrier pricing adjustments.

// engagement pipeline

From driver profile to warehouse record

Brief in. Clean data out.

Define Scope
d 0

Provide ZIP codes, vehicle models, or property specs. We design the extraction schema together.

Pipeline Build
d 2–4

We configure Scrapy / Playwright crawlers, proxy rotation, session management, and CAPTCHA handling for insurify.com.

Validation & QA
d 4–6

Schema validation, null-rate checks, price-outlier detection, and sample profiles before full launch.

Delivery
ongoing

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

Under the hood

Bypassing insurance aggregator defences

Insurify uses strict bot protection to prevent competitors from scraping rate data. Here is how we maintain extraction reliability.

pipeline-monitor · insurify.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
Form State Management
Persistent sessions for multi-step funnels

Quote generation requires multi-step form submissions with strict validation. We maintain persistent Playwright sessions to hold state across the entire funnel.

US Residential Proxies
State-specific IP routing

Insurance rates are highly localized. We route all traffic through state-specific US residential proxies to ensure accurate quote generation and avoid geo-blocks.

Dynamic Token Handling
Browser context execution

Insurify protects API endpoints with dynamic session tokens generated via JavaScript. We execute full browser contexts to capture and sign requests correctly.

WAF Circumvention
Spoofing human behaviour patterns

Aggregators deploy strict Web Application Firewalls. We spoof TLS fingerprints, HTTP/2 headers, and canvas signatures to match legitimate consumer traffic.

Synthetic Profile Generation
Programmatic demographic scaling

To extract comprehensive rate tables, we programmatically generate valid driver, vehicle, and property profiles tied to specific ZIP codes.

Applications

Who uses Insurify data and how

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

01
Competitive Rate Monitoring

Insurance carriers track competitor premiums across specific demographics and ZIP codes to adjust their own underwriting models.

02
Geographic Risk Analysis

Actuaries map premium variations across different regions to identify risk patterns and pricing inefficiencies.

03
Product Development

Insurtech startups analyse coverage limits and discount structures to design new insurance products.

04
Market Share Estimation

Analysts track the frequency of carrier appearances in top quote results to estimate market penetration.

05
Consumer Price Indexing

Economic researchers aggregate auto and home insurance rates to track inflation in the insurance sector.

06
Lead Generation Pricing

Agencies monitor aggregator pricing to optimise their own lead acquisition costs and customer lifetime value models.

Why DataFlirt

"Aggregator platforms hold the most accurate comparative pricing data in the insurance industry, but accessing it requires navigating complex multi-step forms and strict bot defences."

Extracting quotes at scale from Insurify requires more than simple HTTP requests. It demands stateful browser sessions, state-specific residential IPs, and dynamic form traversal logic. DataFlirt handles this entire execution layer, delivering clean rate tables directly to your warehouse.

Technical Spec

Insurify scraper technical capabilities

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

JavaScript rendering
Full Playwright sessions required for form traversal and token generation
Supported
US Residential proxies
State-specific IP routing for accurate geographic pricing
Supported
Multi-step form automation
Programmatic submission of driver, vehicle, and property details
Supported
Premium extraction
Capture of monthly, 6-month, and annual rates
Supported
Coverage limit mapping
Extraction of specific liability and property damage limits
Supported
Discount identification
Scraping of applied discounts like safe driver or multi-policy
Supported
Carrier rating data
Extraction of AM Best and Insurify composite scores
Supported
Change detection (diffs)
Hash-based diff to only emit records with changed premiums
Supported
Binding quotes requiring SSN
Extraction of final binding quotes that require a Social Security Number
Partial
PII-linked policy extraction
Accessing existing user policies containing Personally Identifiable Information
Partial
Infrastructure

Infrastructure powering the insurance pipeline

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

ScrapyPlaywrightPython 3.12RedisPostgreSQLApache AirflowAWS LambdaS3CloudWatch2CaptchaCapSolverResidential ProxiesDockerKubernetesGrafanaPrometheus
Stateful Form Traversal

Playwright handles complex multi-step quote forms, maintaining session state and executing JavaScript to reveal final premium tables.

Geographic IP Routing

We maintain pools of US residential ISP proxies. Requests are routed through specific states to ensure accurate localized quote generation.

Cloud-Native Orchestration

Pipelines run on AWS Lambda (burst) and ECS (sustained). 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
CSV
Flat file with typed columns
XLS
Excel-compatible format
Parquet
Columnar format for BigQuery, Snowflake, Athena
AWS S3
Direct bucket delivery
Webhook
HTTP POST per record
API
RESTful endpoints for data retrieval
BigQuery
Streamed directly into your dataset
Snowflake
Stage + COPY INTO workflow
PostgreSQL
Upsert into your existing schema
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

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

Ask us directly →
Is scraping Insurify legal?

Scraping publicly accessible rate comparisons is generally permissible. DataFlirt uses synthetic profiles to generate quotes and strictly avoids extracting any PII or bypassing authenticated user portals.

How do you handle the multi-step quote forms?

We use Playwright to programmatically navigate the form funnel, injecting synthetic vehicle, property, and driver data to reach the final rate comparison page.

Can I specify exact ZIP codes and driver profiles?

Yes. We accept input parameters including ZIP codes, vehicle models, driver ages, and coverage requirements to generate targeted quote tables.

Do you use US-based IP addresses?

Yes. Insurance rates are heavily localized. We route all Insurify requests through state-specific US residential proxies to ensure accurate pricing.

How fresh is the premium data?

Pipelines can be configured for daily or weekly refreshes across your target profile matrix, ensuring you track carrier rate changes as they happen.

Can you extract available discounts?

Yes. We scrape the specific discounts applied to each quote, such as multi-car, safe driver, or paperless billing discounts.

Do you bypass reCAPTCHA or Cloudflare?

Yes. Our infrastructure includes automated solver integrations (CapSolver, 2Captcha) and TLS fingerprinting to bypass WAFs and challenge pages.

$ dataflirt scope --new-project --source=insurify.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 geographic rate analysis or continuous competitor premium monitoring across thousands of profiles, we scope, build, and operate the pipeline.

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