We extract veterinary clinic locations, operating hours, Optimum Wellness Plan pricing, and veterinarian profiles from Banfield. 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 Clinic Locations objects from banfield.com. All fields typed and schema-versioned.
"clinic_id": "0451", "name": "Banfield Pet Hospital - Austin", "state": "TX", "zip_code": "78759", "phone": "512-555-0198", "latitude": 30.395, "inside_petsmart": true
| # | clinic_id | name | address_line_1 | city | state | zip_code |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Optimum Wellness Plans objects from banfield.com. All fields typed and schema-versioned.
"plan_name": "Active Care Plus", "pet_type": "Dog", "monthly_price": 54.95, "setup_fee": 49.95, "included_services": "['Dental cleaning', 'Vaccines']", "region_code": "TX-Central"
| # | plan_id | plan_name | pet_type | tier | monthly_price | setup_fee |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Veterinarians objects from banfield.com. All fields typed and schema-versioned.
"vet_id": "V-8492", "clinic_id": "0451", "first_name": "Sarah", "last_name": "Jenkins", "title": "Chief of Staff", "education": "Texas A&M University"
| # | vet_id | clinic_id | first_name | last_name | title | education |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Services Offered objects from banfield.com. All fields typed and schema-versioned.
"service_id": "S-102", "clinic_id": "0451", "category": "Preventive Care", "service_name": "Comprehensive Exam", "available_in_owp": true, "requires_dropoff": false
| # | service_id | clinic_id | category | service_name | description | requires_dropoff |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Operating Hours objects from banfield.com. All fields typed and schema-versioned.
"clinic_id": "0451", "day_of_week": "Monday", "open_time": "07:00", "close_time": "19:00", "is_closed": false, "timezone": "America/Chicago"
| # | clinic_id | day_of_week | open_time | close_time | is_closed | drop_off_time |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Our Banfield scraper handles the geographic routing required to extract localised pricing for Optimum Wellness Plans, alongside clinic directories and veterinarian rosters.
Addresses, geocodes, contact details, and PetSmart integration flags for every clinic nationwide.
Capture monthly fees, setup costs, and tier inclusions. We route requests through regional IPs to capture accurate local pricing.
Track staffing changes, extract credentials, and monitor the distribution of specialists across the clinic network.
Extract standard operating hours, drop-off windows, and temporary closures or holiday schedules.
Map which clinics offer specific services like dental cleaning, surgery, or specialized diagnostics.
Scrape the Banfield resource library for veterinary advice articles, categorised by pet type and health condition.
Banfield alters content based on IP location. We use state-specific residential proxies to bypass these restrictions.
Detect booking availability density to estimate clinic utilization and demand.
Run weekly full-network sweeps or monitor specific high-value clinics daily with change-detection diffing.
Brief in. Clean data out.
Provide target states, specific clinic IDs, or request a full national scrape. We design the extraction schema together.
We configure Scrapy crawlers, state-specific proxy routing, and session management for banfield.com.
Schema validation, null-rate checks, and location-accuracy verification before full launch.
JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
Extracting accurate data from Banfield requires handling geographic pricing variations and dynamic clinic locators.
Banfield adjusts Optimum Wellness Plan pricing based on the user's location. We route requests through state-specific residential proxies to ensure the pricing data extracted matches the physical location of the clinic.
The Banfield clinic locator relies on client-side JavaScript to render map points and clinic lists. We use Playwright to execute this code, ensuring no locations are missed during the discovery phase.
Wellness plan comparison tables change structure frequently. We use robust XPath and CSS fallback chains to ensure tier inclusions and pricing data remain accurate even when the DOM shifts.
We maintain a hash index of clinic details and vet rosters. Subsequent runs only push diffs, alerting you immediately when a new clinic opens or a veterinarian changes locations.
We monitor for 404 errors on veterinarian profiles and unexpected nulls in pricing fields, ensuring data quality remains high across the entire network.
Independent veterinary practices and corporate networks track Optimum Wellness Plan pricing to maintain competitive local fee structures.
Analysts map clinic density and service availability to identify underserved geographic regions for new clinic expansion.
Veterinary recruiters monitor staffing rosters to identify specialists and track veterinarian movement between corporate networks.
Real estate teams correlate Banfield locations with PetSmart footprints to understand retail integration strategies.
Healthcare strategists track the rollout of new services, such as specialized dental care, across the Banfield network.
Investors assess staffing stability, footprint growth, and regional pricing power when evaluating the veterinary sector.
"Banfield's clinic footprint and Optimum Wellness Plan pricing structure provide the baseline for veterinary economics in North America, but acquiring this data requires precise regional IP routing."
Extracting reliable data from Banfield requires handling geographic pricing variations, JavaScript-rendered clinic locators, and dynamic staffing rosters. DataFlirt manages the proxy rotation and state management so your analysts can focus on veterinary market trends rather than scraper maintenance.
Everything supported by our banfield.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 and deduplication. Playwright executes JavaScript for the clinic locator.
We maintain pools of residential ISP proxies with state-level targeting to capture accurate regional pricing.
Pipelines run on AWS Lambda and ECS. Airflow handles scheduling and dependency management.
Data delivered to where your team already works — no new tooling required.
About banfield.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available information, such as clinic locations, public pricing, and staff rosters, is generally permissible. DataFlirt targets only public, non-authenticated data. We do not extract patient records, client data, or violate HIPAA regulations.
Banfield alters pricing based on geographic location. We use state-specific residential proxies to simulate requests from the target region, ensuring the extracted pricing matches the local market.
Yes. Our change detection system compares the current clinic directory against the previous run, emitting distinct records for newly discovered locations.
Yes. We capture the veterinarian's name, title, education, specialties, and public biography as listed on the clinic's page.
For a full national sweep of all clinics and pricing, we typically run pipelines on a weekly cadence. Specific high-priority regions can be configured for daily extraction.
Yes. Every pipeline run produces timestamped snapshots. We maintain a time-series record of pricing changes from the date your pipeline is commissioned.
While this specific pipeline targets banfield.com, we can build custom pipelines to extract PetSmart retail data and cross-reference locations as part of a broader engagement.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off national clinic directory or continuous monitoring of veterinary wellness plan pricing, we scope, build, and operate the pipeline. Tell us what you need.
