We extract adoptable pet profiles, rescue network locations, and Animal Poison Control Center databases from ASPCA. 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 Adoptable Pets objects from aspca.org. All fields typed and schema-versioned.
"pet_id": "A491823", "name": "Bella", "species": "Dog", "breed": "Mixed Breed", "age": "2 Years", "gender": "Female", "shelter_id": "NY_HQ_01"
| # | pet_id | name | species | breed | age | gender |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
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Complete list of extractable fields for Shelters & Rescues objects from aspca.org. All fields typed and schema-versioned.
"shelter_id": "NY_HQ_01", "name": "ASPCA Adoption Center", "city": "New York", "state": "NY", "zip_code": "10128", "phone": "212-876-7700", "website": "https://www.aspca.org/adopt-pet"
| # | shelter_id | name | address | city | state | zip_code |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Poison Control (APCC) objects from aspca.org. All fields typed and schema-versioned.
"toxin_id": "TX_084", "name": "Chocolate", "scientific_name": "Theobromine", "toxicity_level": "Severe", "affected_species": "['Dogs', 'Cats']", "clinical_signs": "['Vomiting', 'Diarrhoea', 'Hyperactivity']"
| # | toxin_id | name | scientific_name | toxicity_level | affected_species | clinical_signs |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Pet Care Guides objects from aspca.org. All fields typed and schema-versioned.
"article_id": "CG_992", "title": "General Dog Care", "category": "Dog Care", "publish_date": "2023-04-12", "tags": "['Nutrition', 'Exercise', 'Housing']", "author": "ASPCA Experts"
| # | article_id | title | category | author | publish_date | content_body |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Complete list of extractable fields for News & Press objects from aspca.org. All fields typed and schema-versioned.
"press_id": "PR_2026_14", "headline": "ASPCA Relocates 50 Dogs from Disaster Zone", "date": "2026-02-18", "topic": "Disaster Response", "summary": "Emergency response team deploys to assist local shelters.", "location": "Texas"
| # | press_id | headline | date | location | topic | summary |
|---|---|---|---|---|---|---|
| 1 | ||||||
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Our ASPCA scraper navigates dynamic search filters, pagination, and geo-location prompts to extract comprehensive pet adoption and shelter data across the US.
Extract breed, age, size, colour, and special needs flags for every adoptable pet listing.
Capture contact details, operating hours, and location data for ASPCA partner rescues.
Extract the complete Animal Poison Control Center catalogue including clinical signs and toxicity levels.
Download high-resolution pet photos and store them directly in your S3 buckets.
Iterate through US zip codes to bypass local search limitations and build a national dataset.
Scrape full-text articles, FAQs, and behavioural guides published by ASPCA experts.
Extract behavioural assessment scores and personality profiles assigned to specific animals.
Monitor listings over time to detect when a pet is adopted, calculating average time-in-shelter metrics.
Run pipelines daily or weekly to keep your shelter and adoption databases synchronised.
Brief in. Clean data out.
Specify target regions, species, or data categories like the APCC database. We design the schema.
We configure Scrapy crawlers, zip-code iteration logic, and proxy rotation to handle ASPCA search walls.
Schema validation, missing-field checks, and deduplication logic before full deployment.
JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage.
Extracting national adoption data requires bypassing strict location-based search constraints and handling dynamic JavaScript rendering.
ASPCA restricts pet searches to local radii. We maintain a master list of US zip codes and systematically iterate searches, deduplicating results to construct a complete national view of adoptable pets.
Search results and dynamic filters rely on client-side rendering. We use Playwright to execute JavaScript, interact with dropdowns, and load paginated results that standard HTTP clients miss.
We maintain state across runs to detect when a pet profile is removed, allowing clients to calculate time-in-shelter metrics and adoption velocity by breed and region.
To prevent rate-limiting during national crawls, we route requests through residential US proxies, ensuring high concurrency without triggering security blocks.
Pet images are downloaded, compressed, and proxied directly to client S3 buckets, replacing temporary ASPCA CDN links with permanent client-owned URLs.
Aggregators build unified adoption portals by pulling listings from ASPCA and other shelter networks into a single interface.
Practice management systems integrate the APCC toxin database to provide vets with immediate access to clinical signs and treatments.
Researchers analyse time-in-shelter metrics by breed, age, and location to study national adoption trends.
Local rescues benchmark their adoption rates and capacity against regional ASPCA partner networks.
Retailers analyse regional pet demographics to optimise inventory distribution for specific breeds and sizes.
Pet insurance providers use breed prevalence and health data to build regional risk and pricing models.
"The ASPCA database is the definitive source for US pet adoption and toxin data, but extracting it nationally requires systematic geo-iteration and state tracking."
Most teams fail when trying to scrape ASPCA nationally because the search architecture is inherently localised. DataFlirt manages the zip-code iteration, proxy rotation, and JavaScript rendering required to build a unified, national dataset of adoptable pets and shelter networks.
Everything supported by our aspca.org 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 manages the crawl state and deduplication across thousands of zip codes, while Playwright renders the dynamic search results and extracts the pet data.
We route traffic through residential US proxies to ensure high concurrency without triggering ASPCA security blocks or rate limits.
Pipelines execute on AWS Lambda and ECS. Airflow handles scheduling and dependency management, pushing extracted data directly to client warehouses.
Data delivered to where your team already works — no new tooling required.
About aspca.org scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available information, such as adoptable pet listings and shelter locations, is generally permissible. DataFlirt extracts only public data and does not bypass authentication walls or extract personal donor information. Clients must review ASPCA terms of service and consult legal counsel for their specific use cases.
We maintain a database of US zip codes and systematically iterate search queries across the country. Our pipeline then deduplicates the results based on unique pet IDs to provide a complete national dataset.
Yes. By running the pipeline on a scheduled cadence (e.g., daily), we compare the current state against the previous run. Listings that disappear are flagged as adopted, allowing you to calculate time-in-shelter metrics.
Yes. We extract the image URLs and can optionally download the binary files directly to your AWS S3 bucket, ensuring you have permanent access to the media even after the listing is removed.
Yes. We can extract the entire APCC database, including toxin names, toxicity levels, clinical signs, and affected species, delivering it as a structured relational dataset.
We build custom pipelines based on your specific data requirements. Pricing depends on the scope (e.g., national pet listings vs. static toxin database) and the frequency of extraction. Contact us for a precise quote.
Yes. We provide a sample extraction of specific zip codes or a subset of the APCC database during the scoping phase so you can validate the schema and data quality.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a national feed of adoptable pets or the complete APCC toxin database — we scope, build, and operate the pipeline. Tell us what you need.
