We extract agent directories, branch locations, coverage matrices, and risk assessment literature from Travelers. Delivered as clean JSON, CSV, or Parquet to your infrastructure.
Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.
Complete list of extractable fields for Agent Directory objects from travelers.com. All fields typed and schema-versioned.
"agent_id": "TRV-849201", "name": "Sarah Jenkins", "agency_name": "Jenkins Insurance Group", "city": "Hartford", "state": "CT", "zip_code": "06103", "phone": "860-555-0192", "products_sold": "['Auto', 'Home', 'Business']"
| # | agent_id | name | agency_name | address | city | state |
|---|---|---|---|---|---|---|
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Complete list of extractable fields for Branch Offices objects from travelers.com. All fields typed and schema-versioned.
"office_id": "BR-492", "type": "Claims Center", "city": "Atlanta", "state": "GA", "zip_code": "30303", "phone": "404-555-8821", "hours": "Mon-Fri 8:00 AM - 5:00 PM", "services_offered": "['Auto Claims', 'Property Inspection']"
| # | office_id | type | address | city | state | zip_code |
|---|---|---|---|---|---|---|
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Complete list of extractable fields for Coverage Products objects from travelers.com. All fields typed and schema-versioned.
"product_id": "BIZ-CYBER-01", "category": "Business Insurance", "sub_category": "Cyber Liability", "name": "CyberRisk", "state_availability": "['NY', 'CA', 'TX', 'CT', 'IL']", "base_coverage": "['Data Breach Response', 'Extortion']", "optional_add_ons": "['Social Engineering Fraud']", "document_urls": "['https://travelers.com/pdf/cyberrisk-overview.pdf']"
| # | product_id | category | sub_category | name | description | state_availability |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Risk Assessment objects from travelers.com. All fields typed and schema-versioned.
"article_id": "RA-9921", "title": "Preventing Water Damage in Commercial Real Estate", "industry": "Real Estate", "publish_date": "2025-09-14", "tags": "['Property Maintenance', 'Water Mitigation']", "pdf_url": "https://travelers.com/pdf/water-damage-commercial.pdf", "related_products": "['Commercial Property Insurance']"
| # | article_id | title | category | industry | publish_date | author |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for Quote Schemas objects from travelers.com. All fields typed and schema-versioned.
"form_id": "QT-AUTO-CT", "product_type": "Auto", "state": "CT", "field_name": "annual_mileage", "field_type": "select", "required": true, "options": "['0-5000', '5001-10000', '10001-15000', '15000+']"
| # | form_id | product_type | state | field_name | field_type | required |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Insurance carriers fragment public data across geographic boundaries and dynamic forms. Our pipeline traverses these barriers to deliver a normalised catalogue of agents, offices, and coverage rules.
Map the entire independent agency distribution network. We iterate through all US zip codes to extract agency names, contact details, and appointed product lines.
Extract corporate locations, regional claims centres, and specialised inspection facilities across all 50 states.
Capture base coverages, optional endorsements, and exclusions for auto, home, and commercial lines of business.
Insurance is regulated at the state level. We manage geographic session state to extract policy differences across regulatory jurisdictions.
Automatically download and extract text from policy summaries, risk control guides, and financial disclosure PDFs.
Scrape the complete library of industry-specific risk assessment articles, safety checklists, and mitigation guides.
Traverse public quoting funnels to document form schemas, validation rules, and available coverage limits without submitting PII.
Monitor agent onboarding, office closures, and product availability changes. Receive only the diffs on subsequent runs.
Extract publicly filed statutory statements, investor presentations, and press releases for competitive intelligence.
Brief in. Clean data out.
Specify the target datasets: agent directories, specific commercial product lines, or risk control literature.
We configure Scrapy and Playwright crawlers, proxy rotation, and geographic session management.
Schema validation, null-rate checks, and geographic coverage verification before full launch.
JSON, CSV, or Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
Extracting data from Travelers requires handling geographic fragmentation and anti-bot systems. Here is how we maintain pipeline stability.
Travelers serves different content based on visitor location. We route requests through state-specific residential proxies to accurately capture regional coverage options and agent directories.
Agent locators restrict results to a small radius. Our pipeline systematically queries a proprietary database of all US zip codes and coordinates to ensure zero blind spots in the distribution network.
Accessing detailed product matrices often requires navigating multi-step funnels. We use Playwright to maintain cookie state and execute JavaScript, simulating legitimate user flow.
Much of the valuable actuarial and risk data is locked in PDFs. We automate the downloading, OCR processing, and text extraction of these documents into structured text fields.
Insurance sites employ strict Web Application Firewalls. We use TLS fingerprint spoofing and randomised request timing to prevent IP bans and CAPTCHA loops.
Rival carriers map the Travelers agent distribution network to identify underserved regions and recruit top-performing independent agencies.
Digital brokers and comparison platforms ingest coverage rules and available limits to build accurate product recommendation engines.
Actuaries analyse public risk control guidelines and coverage exclusions to benchmark their own underwriting models.
Strategy teams track state-by-state product rollouts to anticipate competitor movements in new jurisdictions.
Compliance officers monitor public policy document updates to ensure their own filings remain competitive and compliant.
Hedge funds track branch expansions and agent network growth as leading indicators of quarterly premium growth.
"Travelers maintains one of the most extensive agent networks and coverage matrices in the US market. Querying this data requires navigating complex state-by-state routing and dynamic form schemas."
Insurance carriers deliberately fragment their public data across zip codes and state lines. Extracting accurate distribution networks and product matrices requires full session management, geographic proxy routing, and dynamic form traversal. DataFlirt handles this infrastructure so your actuarial and strategy teams can focus on analysis.
Everything supported by our travelers.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.
Scrapy handles the broad crawl orchestration while Playwright manages the heavy JavaScript execution required for agent locators and interactive quote forms.
We route requests through specific US states and municipalities using residential ISP proxies to ensure accurate regional data extraction.
Airflow schedules the complex zip-code iteration tasks across Kubernetes clusters, ensuring complete coverage without overloading the target servers.
Data delivered to where your team already works — no new tooling required.
About travelers.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available information, such as agent directories and marketing materials, is generally permissible. DataFlirt extracts only public, non-authenticated data. We do not bypass login screens, extract personal policyholder data, or submit fraudulent PII to quote engines.
Travelers restricts agent searches to local radii. We maintain a database of all US zip codes and programmatically query the locator tool across the entire country, deduplicating the results to build a complete national directory.
Yes. We use state-targeted residential proxies and manage session cookies to simulate users from specific jurisdictions, capturing the exact coverage rules and exclusions applicable to that state.
Yes. When our crawlers encounter policy summaries or risk control guides in PDF format, we download the file and use OCR and text extraction libraries to convert the contents into structured JSON fields.
No. Generating real quotes requires submitting sensitive Personally Identifiable Information and triggering credit checks. We only map the structure of the quote forms and extract public base rates where available.
Agent directories and location data are typically refreshed weekly or monthly. We can configure the pipeline cadence to match your specific business requirements.
Yes. We provide a sample run covering a specific state or product line during the scoping phase, allowing you to validate the schema and data quality before committing to a contract.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a full extraction of the independent agent network or a continuous monitor of state coverage rules, we build and operate the infrastructure. Tell us what you need.
