We extract home service business profiles, service areas, Superpro badges, and customer reviews from Housecall Pro. 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 Contractor Profiles objects from housecallpro.com. All fields typed and schema-versioned.
"business_id": "hcp_98421", "name": "Apex Plumbing & Heating", "category": "Plumbing", "superpro_status": true, "rating": 4.9, "review_count": 342, "city": "Denver", "state": "CO"
| # | business_id | name | category | superpro_status | rating | review_count |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Service Areas objects from housecallpro.com. All fields typed and schema-versioned.
"business_id": "hcp_98421", "location_name": "Denver Metro Area", "radius_miles": 25, "primary_city": "Denver", "state": "CO", "latitude": 39.7392, "longitude": -104.9903, "active_status": true
| # | business_id | location_name | radius_miles | zip_codes_served | primary_city | state |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Verified Reviews objects from housecallpro.com. All fields typed and schema-versioned.
"review_id": "rev_552190", "business_id": "hcp_98421", "author_name": "Sarah Jenkins", "star_rating": 5, "review_text": "Fixed our water heater within 2 hours of calling.", "date_posted": "2023-11-14", "verified_customer": true, "service_provided": "Water Heater Repair"
| # | review_id | business_id | author_name | star_rating | review_text | date_posted |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Services Offered objects from housecallpro.com. All fields typed and schema-versioned.
"business_id": "hcp_98421", "service_category": "Emergency", "service_name": "Emergency Leak Repair", "starting_price": 150.0, "flat_rate": false, "description": "24/7 emergency response for burst pipes.", "duration_minutes": 60, "booking_available": true
| # | business_id | service_category | service_name | starting_price | flat_rate | description |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Industry Benchmarks objects from housecallpro.com. All fields typed and schema-versioned.
"benchmark_id": "bm_plumb_co_23", "trade_category": "Plumbing", "region": "Colorado", "average_ticket_size": 425.5, "recurring_revenue_pct": 12.4, "online_booking_pct": 34.1, "dispatch_time_mins": 45, "report_date": "2023-10-01"
| # | benchmark_id | trade_category | region | average_ticket_size | recurring_revenue_pct | online_booking_pct |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Our Housecall Pro scraper handles every layer of the platform directory: business listings, geographical service mapping, Superpro status, and the review corpus - with JavaScript rendering and location spoofing built in.
Business name, contact details, trade category, years in business, and licensing metadata - scraped across all directory pages.
Monitor which businesses hold the Superpro badge, tracking performance metrics and directory rank changes.
Extract geographical coverage data, including radius parameters, primary cities, and specific ZIP codes served by each contractor.
Full review text, star ratings, verified customer flags, specific services rendered, and contractor response text.
Normalised categorisation across HVAC, electrical, plumbing, cleaning, and landscaping trades.
Operating hours, accepted payment methods, emergency service availability, and online booking integration status.
Execute location-specific searches to map contractor density and market saturation across different states and cities.
Run continuous pipelines at daily or weekly cadences with change-detection diffing to track new contractors or rating changes.
Residential proxy rotation and automated CAPTCHA solving to maintain uninterrupted access to directory endpoints.
Brief in. Clean data out.
Provide target geographies, trade categories, or specific business lists. We design the extraction schema together.
We configure Scrapy / Playwright crawlers, proxy rotation, session management, and CAPTCHA handling for housecallpro.com.
Schema validation, null-rate checks, location outlier detection, and sample reviews before full launch.
JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
Directory scraping requires navigating location gates and pagination limits. Here is how we stay resilient.
Housecall Pro surfaces different contractors based on the searcher's location. We inject specific latitude/longitude coordinates and use geo-matched residential proxies to extract accurate local directory results.
Service areas and interactive map elements require full JavaScript execution. We run headless browser sessions to trigger map hydration and capture precise boundary coordinates.
Public directories often cap pagination. We use overlapping geographical bounding boxes and precise category filters to ensure 100% extraction coverage without hitting deep-page limits.
Directory layouts change frequently. Our selector strategy uses multiple fallback chains per field, including structured data extraction (LD+JSON), ensuring consistent data delivery.
For large contractor databases, we maintain a hash index of last-seen values per field. Subsequent runs only push diffs, reducing downstream processing load.
Software vendors and equipment distributors target high-performing contractors based on Superpro status and review volume.
Private equity firms map contractor density across regions to identify underserved markets for franchise expansion.
Home service businesses track regional pricing, service offerings, and customer sentiment to optimise their own operations.
Reputation management platforms ingest verified Housecall Pro reviews to build comprehensive contractor sentiment profiles.
HVAC and plumbing manufacturers identify top-rated local installers for targeted partnership outreach.
Analysts aggregate trade category data to track the growth of specific home service sectors and regional demand trends.
"Housecall Pro holds the most verified performance data on independent home service businesses, but extracting it requires navigating complex directory structures."
Most teams underestimate the investment required: reliable contractor data extraction requires residential proxies, full JavaScript rendering, and handling fragmented location structures. DataFlirt absorbs that complexity so your engineers can focus on the analysis - not the infrastructure.
Everything supported by our housecallpro.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 crawl orchestration, deduplication, and retry logic. Playwright handles JavaScript rendering, location mocking, and interaction flows.
We maintain pools of residential ISP proxies across US regions. Rotation happens per-request with geo-targeting for accurate local directory results.
Pipelines run on AWS Lambda (burst) and ECS (sustained). Airflow handles scheduling, dependency management, and SLA alerting.
Data delivered to where your team already works — no new tooling required.
About housecallpro.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available directory listings and reviews is generally permissible under applicable law, reinforced by the hiQ v. LinkedIn ruling. DataFlirt targets only public, non-authenticated contractor profiles. We do not extract personal customer data, internal schedules, or circumvent authentication walls.
We use geo-targeted residential proxies and inject specific latitude/longitude coordinates into the browser session. This ensures we see the exact same contractor list a local homeowner would see in that specific ZIP code.
Yes. Our change detection system maintains a state file for every known business profile. If a contractor's Superpro badge is removed or their rating drops, the pipeline emits a differential record highlighting the change.
Full directory refreshes across major US metros typically complete within a 12-24 hour window. We can configure specific high-priority regions for daily or sub-daily extraction depending on your requirements.
Yes. We paginate through the entire review history for each contractor, capturing star ratings, text, and contractor responses from the date the business joined the platform.
Our smallest packages start at a defined regional scope (e.g., top 50 US MSAs) with weekly delivery. For national coverage or custom schema requirements, we price based on volume and delivery frequency.
Absolutely. We provide a sample run of up to 500 contractor profiles in a specific region as part of the pre-engagement scoping process, allowing you to validate schema fit and data quality.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off directory dump or a continuous monitoring feed across the US - we scope, build, and operate the pipeline. Tell us what you need.
