SYSTEM all green source amica.com queue 3,192 pages p99 latency 184ms dataflirt.com · scraper/amica-com
RUN . 14 active pipelines . amica.com live

Amica coverage data,
normalised for analysis.

We extract policy structures, agent directories, discount criteria, and state-level coverage mandates from Amica. Delivered as clean JSON, CSV, or Parquet to S3 or BigQuery.

Agents extracted
2,419 /run
Coverage variants
482 /state
Discount types
54
Active pipelines
14
Uptime
99.98%
Data Dictionary

Every field we extract from amica.com

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

Complete list of extractable fields for Auto Coverage Options objects from amica.com. All fields typed and schema-versioned.

coverage_idnamecategorydescriptionstate_availabilitydefault_limitmin_limitmax_limitdeductible_optionsrequires_inspectionurl
auto_coverage options
● 200 OK
"coverage_id": "AUTO_COLLISION",
"name": "Collision Coverage",
"category": "Auto",
"state_availability": "['MA', 'RI', 'CT']",
"default_limit": 50000,
"deductible_options": "[250, 500, 1000]"
# coverage_idnamecategorydescriptionstate_availabilitydefault_limit
1
2
3

Complete list of extractable fields for Homeowners Policies objects from amica.com. All fields typed and schema-versioned.

policy_tierproperty_typedwelling_coveragepersonal_propertyliability_limitloss_of_usemedical_paymentsexcluded_perilsoptional_endorsementsurl
homeowners_policies
● 200 OK
"policy_tier": "Platinum Choice Home",
"property_type": "Single Family",
"liability_limit": 500000,
"loss_of_use": "Actual Loss Sustained",
"medical_payments": 5000,
"optional_endorsements": "['Water Backup', 'Identity Fraud']"
# policy_tierproperty_typedwelling_coveragepersonal_propertyliability_limitloss_of_use
1
2
3

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

discount_idnameproduct_linedescriptionmax_percentagestate_exclusionsstacking_alloweddocumentation_requiredurl
discounts_& savings
● 200 OK
"discount_id": "MULTI_LINE_01",
"name": "Multi-Line Discount",
"product_line": "['Auto', 'Home']",
"max_percentage": 30,
"stacking_allowed": true,
"documentation_required": false
# discount_idnameproduct_linedescriptionmax_percentagestate_exclusions
1
2
3

Complete list of extractable fields for Agent Directory objects from amica.com. All fields typed and schema-versioned.

agent_idfull_nametitleoffice_idaddress_line_1citystatezip_codephone_numberemaillanguages_spokenlicensesurl
agent_directory
● 200 OK
"agent_id": "AG_84921",
"full_name": "Sarah Jenkins",
"office_id": "OFF_104",
"state": "RI",
"zip_code": "02865",
"phone_number": "800-242-6422",
"languages_spoken": "['English', 'Spanish']"
# agent_idfull_nametitleoffice_idaddress_line_1city
1
2
3

Complete list of extractable fields for Office Locations objects from amica.com. All fields typed and schema-versioned.

office_idbranch_nameaddress_line_1address_line_2citystatezip_codephone_numberfax_numberhours_of_operationservices_offeredlatitudelongitudeurl
office_locations
● 200 OK
"office_id": "OFF_104",
"branch_name": "Lincoln Regional Office",
"state": "RI",
"zip_code": "02865",
"phone_number": "800-242-6422",
"services_offered": "['Claims', 'Sales']",
"latitude": 41.9054,
"longitude": -71.4421
# office_idbranch_nameaddress_line_1address_line_2citystate
1
2
3

Capabilities

Amica insurance data extracted and structured

Our pipeline navigates Amica's state-gated session logic and strict WAF rules to extract clean coverage matrices, agent directories, and discount criteria.

Product Line Extraction

Extract details for Auto, Home, Life, and Umbrella insurance products, including coverage limits and deductible options.

State Specific Rules

Capture variations in coverage mandates, mandatory minimums, and exclusions mapped by US state.

Discount Matrix Mapping

Extract multi-line bundling rules, loyalty discounts, and safety feature savings criteria.

Agent Directory Scraping

Compile full lists of licensed agents, including contact details, spoken languages, and office affiliations.

Office Location Data

Extract regional office addresses, operating hours, phone numbers, and available services.

Coverage Limits

Map default, minimum, and maximum coverage limits for liability, collision, and comprehensive plans.

Document Archiving

Download and index public PDF resources, claims process documentation, and sample policy terms.

Structural Change Detection

Monitor Amica's site for updates to policy terms or new product launches and receive diff reports.

Scheduled Execution

Run extractions on a defined cadence to maintain an up-to-date repository of Amica's offerings.

// engagement pipeline

From target selection to data warehouse

Brief in. Clean data out.

Define Scope
d 0

Specify the product lines, states, or directories you need to extract from Amica.

Pipeline Build
d 2–4

We configure crawlers to handle state-selection cookies and WAF challenges.

Validation & QA
d 4–6

Schema validation and coverage checks ensure all requested data fields are populated.

Delivery
ongoing

Data is pushed to your preferred warehouse or storage bucket on schedule.

Under the hood

Navigating insurance carrier architecture

Insurance sites rely on heavy session state and strict security perimeters. Here is how we extract data reliably.

pipeline-monitor · amica.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
WAF bypass
Residential proxies and fingerprinting

Insurance carriers use aggressive Web Application Firewalls. We route requests through US residential IPs with TLS fingerprint spoofing to maintain access.

Session state
State based cookie injection

Amica gates coverage details behind state-selection modals. Our Playwright scripts inject the correct location cookies to reveal state-specific policy variations.

Dynamic rendering
JavaScript hydration handling

Agent directories and interactive coverage maps rely on client-side rendering. We execute full browser sessions to capture data hidden from standard HTTP clients.

Schema stability
Resilient selectors

CMS updates frequently break simple scrapers. We use fallback chains combining CSS, XPath, and text matching to ensure uninterrupted extraction.

Monitoring
Pipeline health tracking

Every run is monitored for null-rate anomalies and HTTP errors, allowing us to adjust extraction logic before you miss a delivery.

Applications

How teams use Amica data

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

01
Competitive Intelligence

Rival carriers monitor Amica's product offerings, coverage limits, and discount structures to benchmark their own policies.

02
Market Expansion Analysis

Actuaries analyse state-by-state variations in Amica's coverage requirements to plan entry into new geographic markets.

03
Aggregator Data Feeds

Insurance comparison platforms maintain accurate records of Amica's base coverage options and discount criteria.

04
Agent Network Mapping

Recruiters and industry analysts track the size and distribution of Amica's agent network across different regions.

05
Compliance Monitoring

Regulators and compliance teams verify that publicly listed coverage options meet state-specific insurance mandates.

06
Actuarial Reference

Risk modelling teams use public coverage matrices and discount criteria as inputs for broader industry pricing models.

Why DataFlirt

"Insurance carriers bury their coverage variations inside state-gated session logic. We extract it into flat, queryable tables."

Extracting data from Amica requires managing state-specific session cookies and bypassing strict WAF rules. DataFlirt handles the proxy rotation and session state management so your analysts receive normalised coverage matrices instead of raw HTML.

Technical Spec

Amica extraction capabilities

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

JavaScript rendering
Full Playwright sessions required for interactive agent maps and dynamic content
Supported
CAPTCHA bypass
Automated solver integration for WAF challenges
Supported
Residential proxy rotation
US based residential IPs to maintain access
Supported
State based session management
Inject location cookies to reveal state-specific coverage data
Supported
Coverage matrix extraction
Map all available limits, deductibles, and optional endorsements
Supported
Agent directory scraping
Extract full contact details for all listed agents and offices
Supported
Change detection
Identify updates to policy terms or new discount offerings
Supported
Webhook delivery
HTTP POST delivery for immediate downstream processing
Supported
Personalised quote generation
Requires PII, SSN, and vehicle VIN data to generate accurate rates
Partial
Policyholder claims history
Requires authenticated access to user accounts
Partial
Infrastructure

Infrastructure built for scale

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

ScrapyPlaywrightPython 3.12RedisPostgreSQLApache AirflowAWS LambdaS3CloudWatch2CaptchaCapSolverResidential ProxiesDockerKubernetesGrafanaPrometheusAPI
Scrapy + Playwright Stack

Scrapy handles concurrency and orchestration. Playwright manages JavaScript execution and state-based session cookies required for insurance sites.

Residential Proxy Infrastructure

We use US based residential proxies to bypass WAF rules and avoid IP reputation blocks common on financial services domains.

Cloud-Native Orchestration

Pipelines run on AWS infrastructure with Airflow managing schedules, retries, and delivery to your data warehouse.

Output & Delivery

Your data, your destination

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

JSON
Nested structures for complex policy data
CSV
Flat files for agent directories
XLS
Spreadsheets for manual review
Parquet
Columnar storage for analytics workloads
AWS S3
Direct delivery to your cloud bucket
Webhook
Event driven delivery per record
API
Queryable endpoints for extracted data
PostgreSQL
Direct database inserts
BigQuery
Streamed into Google Cloud
Snowflake
Staged for enterprise data warehouses
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

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

Ask us directly →
Is scraping Amica legal?

Scraping publicly available information is generally permissible. DataFlirt extracts only public coverage details, agent directories, and discount criteria. We do not extract PII or circumvent authentication walls.

How do you handle state specific coverage data?

Amica requires users to select a state before viewing coverage options. Our Playwright scripts automate this selection, injecting the necessary session cookies to iterate through all 50 states.

Do you scrape personalised quote rates?

No. Generating accurate insurance quotes requires submitting Personally Identifiable Information (PII) such as SSNs or VINs, which falls outside our public data extraction scope.

How often is the data refreshed?

We can schedule pipelines to run daily, weekly, or monthly depending on your requirements for tracking policy changes.

Can you extract the complete agent directory?

Yes. We paginate through Amica's agent search tools to compile a comprehensive list of agents, offices, and contact details.

How do you deliver the data?

We support JSON, CSV, and Parquet formats, delivered via S3, BigQuery, Snowflake, or Webhook.

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

Tell us what
to extract.
We do the rest.

20-minute scoping call. Pilot dataset within the week. Production within two. Need a one-off extract of Amica's agent directory or continuous monitoring of their coverage limits? Tell us your requirements.

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