SYSTEM all green source akc.org queue 12,943 pages p99 latency 184ms dataflirt.com · scraper/akc-org
RUN · 41 active pipelines · akc.org live

Canine registry data,
at warehouse scale.

We extract breed specifications, breeder of merit profiles, marketplace puppy listings, and event records from the American Kennel Club. Delivered as clean JSON, CSV, or Parquet to your infrastructure.

Breeders extracted
14.2K /run
Puppy listings
8.4K /24h
Event records
112K /month
Active pipelines
41
Uptime
99.94%
Data Dictionary

Every field we extract from akc.org

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

Complete list of extractable fields for Breed Standards objects from akc.org. All fields typed and schema-versioned.

breed_namegroupheight_maleheight_femaleweight_maleweight_femalelife_expectancytemperamentgrooming_frequencyshedding_levelenergy_leveltrainabilitybarking_levelhistory_texthealth_testing_reqs
breed_standards
● 200 OK
"breed_name": "Golden Retriever",
"group": "Sporting Group",
"life_expectancy": "10-12 years",
"temperament": "Intelligent, Friendly, Devoted",
"shedding_level": "Occasional",
"energy_level": "High",
"trainability": "Eager to Please"
# breed_namegroupheight_maleheight_femaleweight_maleweight_female
1
2
3

Complete list of extractable fields for Breeder Marketplace objects from akc.org. All fields typed and schema-versioned.

breeder_idbreeder_namekennel_namelocation_citylocation_statezip_codebreeds_offeredbreeder_of_meritclub_memberhealth_testing_certifiedwebsite_urlphone_numberactive_litters_countyears_breeding
breeder_marketplace
● 200 OK
"breeder_id": "BRD-84729",
"breeder_name": "Sarah Jenkins",
"kennel_name": "Pine Crest Goldens",
"location_state": "TX",
"breeder_of_merit": true,
"club_member": "Golden Retriever Club of America",
"health_testing_certified": true,
"active_litters_count": 2
# breeder_idbreeder_namekennel_namelocation_citylocation_statezip_code
1
2
3

Complete list of extractable fields for Puppy Listings objects from akc.org. All fields typed and schema-versioned.

listing_idbreeddate_of_birthgender_availablepricedescriptionsire_namesire_akc_numberdam_namedam_akc_numberchampion_bloodlineakc_registeredbreeder_idimage_urls
puppy_listings
● 200 OK
"listing_id": "PUP-99281",
"breed": "Golden Retriever",
"date_of_birth": "2026-03-14",
"gender_available": "['Male', 'Female']",
"champion_bloodline": true,
"akc_registered": true,
"sire_name": "CH Pine Crest Golden Boy",
"price": 2500.0
# listing_idbreeddate_of_birthgender_availablepricedescription
1
2
3

Complete list of extractable fields for Event Records objects from akc.org. All fields typed and schema-versioned.

event_idevent_nameevent_datelocationhosting_clubevent_typejudge_namebest_in_showreserve_best_in_showgroup_placementstotal_entry_countclosing_date
event_records
● 200 OK
"event_id": "EVT-2026184",
"event_name": "Texas Kennel Club Dog Show",
"event_date": "2026-05-22",
"event_type": "Conformation",
"hosting_club": "Texas Kennel Club",
"total_entry_count": 1450,
"best_in_show": "GCH King's Ransom"
# event_idevent_nameevent_datelocationhosting_clubevent_type
1
2
3

Complete list of extractable fields for Club Directory objects from akc.org. All fields typed and schema-versioned.

club_idclub_nameclub_typeaffiliated_breedslocation_statepresident_namesecretary_contactwebsite_urlmeeting_frequencylicensed_statusfounding_year
club_directory
● 200 OK
"club_id": "CLB-049",
"club_name": "Dallas Agility Working Group",
"club_type": "Agility",
"location_state": "TX",
"licensed_status": "Fully Licensed",
"website_url": "http://dawgagility.org",
"meeting_frequency": "Monthly"
# club_idclub_nameclub_typeaffiliated_breedslocation_statepresident_name
1
2
3

Capabilities

Everything you need from AKC - nothing you do not

Our AKC scraper targets the complete public registry: breed taxonomies, marketplace listings, breeder profiles, and historical event results - with anti-bot circumvention built in.

Breed Taxonomy Extraction

Extract official standards, physical traits, and behavioural metrics across all recognised breeds.

Breeder of Merit Tracking

Monitor breeder directories, capturing contact details, club affiliations, and health testing certifications.

Marketplace Puppy Listings

Scrape active puppy listings, including pricing, availability, and champion bloodline indicators.

Event & Sport Results

Capture conformation, agility, and tracking results, including judge assignments and point allocations.

Club Directory Mining

Extract local and national specialty club details, meeting locations, and officer contacts.

Lineage & Pedigree Parsing

Map sire and dam relationships where publicly listed in marketplace or event records.

Health & Grooming Corpus

Extract veterinary advice, grooming requirements, and nutritional guidelines from the expert content hub.

Geo-Targeted Searches

Simulate local zip code searches to map breeder density and puppy availability by region.

Scheduled Updates

Run continuous pipelines at daily or weekly cadences to track new litters and event schedules.

// engagement pipeline

From search query to warehouse record

Brief in. Clean data out.

Define Scope
d 0

Provide breed lists, zip codes, or event types. We design the extraction schema together.

Pipeline Build
d 2–4

We configure Scrapy crawlers, proxy rotation, and session management for akc.org.

Validation & QA
d 4–6

Schema validation, null-rate checks, and record deduplication before full launch.

Delivery
ongoing

JSON, CSV, or Parquet pushed to your S3 bucket or Snowflake stage on agreed cadence.

Under the hood

How our AKC pipeline handles the hard parts

Directory scraping requires navigating pagination, location-based search filters, and bot mitigation. Here is how we build resilient extraction.

pipeline-monitor · akc.org · 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
Anti-bot layer
Residential proxy rotation

AKC employs rate limiting and bot detection. We route requests through US residential proxies to maintain high success rates during bulk directory extraction.

Search pagination
Geo-spatial grid traversal

Marketplace searches cap results per zip code. We use automated coordinate grids to ensure full coverage of breeders across all states without truncation.

Dynamic content
Playwright for SPA elements

Puppy listings and image galleries load via JavaScript. We execute headless browser sessions to capture hydrated JSON payloads and high-resolution media URLs.

Schema stability
Resilient selectors

We use multiple fallback chains for DOM extraction, ensuring your pipeline survives layout updates to the breed standard pages or event calendars.

Change detection
Incremental updates

We maintain a hash index of active breeders and litters. Subsequent runs only push new or modified listings, reducing downstream processing load.

Applications

Who uses AKC data - and how

Teams across industries use akc.org data to build competitive products and smarter operations.

01
Pet Insurance Underwriting

Actuaries use breed health profiles, life expectancy, and genetic predispositions to model risk and set premiums.

02
Pet Food & Retail

FMCG brands map breeder density and breed popularity by region to optimise supply chain and targeted marketing.

03
Veterinary Research

Researchers correlate breed standards and historical health data to study morphological trends over time.

04
Breeder Lead Generation

B2B pet service providers extract breeder contact details to sell premium kennel supplies and software.

05
Event Planning

Vendors track conformation and agility event schedules to plan booth placements and sponsorship spend.

06
Animal Genetics

Genetics labs track champion bloodlines and Breeder of Merit statuses to identify premium testing prospects.

Why DataFlirt

"The American Kennel Club holds the definitive dataset on canine morphology, breeder distribution, and pedigree performance - accessible only if you build the pipeline."

Extracting structured data from AKC requires navigating complex search interfaces, geo-fenced pagination, and rate limits. DataFlirt manages the proxy rotation, JavaScript execution, and schema maintenance so your data science team can focus on analysis.

Technical Spec

AKC scraper - technical capabilities

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

Breed standards extraction
Extract all physical and behavioural metrics per breed
Supported
Marketplace geo-search
Simulate US zip code searches for local breeders
Supported
Event result parsing
Extract historical placements and judge assignments
Supported
Residential proxy rotation
US-based ISP proxies for uninterrupted directory scraping
Supported
Change detection
Emit only new puppy listings since last run
Supported
High-resolution image capture
Extract direct URLs for breed and puppy gallery images
Supported
Webhook delivery
HTTP POST for new event announcements
Supported
Private owner registration records
Access to gated individual dog ownership history
Partial
Premium breeder portal data
Internal litter management and private messaging
Partial
Infrastructure

Infrastructure powering the AKC pipeline

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

ScrapyPlaywrightPython 3.12RedisPostgreSQLApache AirflowAWS LambdaS3CloudWatch2CaptchaCapSolverResidential ProxiesDockerKubernetesGrafanaPrometheus
Scrapy + Playwright Stack

Orchestrates directory traversal while rendering JavaScript-heavy marketplace listings.

Residential Proxy Infrastructure

US-centric residential IP pools to bypass rate limits on the breeder directory.

Cloud-Native Orchestration

Airflow schedules daily pipeline runs to capture new litters and event updates, storing state in Postgres.

Output & Delivery

Your data, your destination

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

JSON
Newline-delimited or nested - schema versioned per run
CSV
Flat file with typed columns - Excel/Sheets compatible
XLS
Legacy spreadsheet format for operational teams
Parquet
Columnar format for BigQuery, Snowflake, Athena
AWS S3
Direct bucket delivery - compatible with any data lake
Webhook
HTTP POST per record for real-time downstream processing
API
REST endpoint for querying historical extraction runs
PostgreSQL
Direct upsert into your relational schema
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

About akc.org scraping, legality, and pipeline operations.

Ask us directly →
Is scraping akc.org legal?

Scraping publicly available information is generally permissible. We target public breed standards, marketplace listings, and event records, strictly avoiding private registration accounts.

How do you extract nationwide breeder data?

We use a coordinate grid system to iterate through US zip codes, ensuring we bypass the distance-based pagination limits on the AKC Marketplace.

Can you track new puppy listings daily?

Yes. We can configure daily or hourly pipelines that monitor specific breeds and emit only new litter listings via webhook or S3.

What event data is available?

We extract public conformation, agility, and obedience results, including dates, locations, hosting clubs, judges, and placement records.

Do you capture breed health and grooming metrics?

Yes. We extract the full taxonomy of breed standards, including energy levels, shedding frequency, life expectancy, and specific health testing requirements.

How do you handle bot detection?

We utilise US residential proxies, realistic browser fingerprinting via Playwright, and intelligent request throttling to maintain consistent access.

$ dataflirt scope --new-project --source=akc.org ready

Tell us what
to extract.
We do the rest.

20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off database of breed standards or a continuous feed of marketplace puppy listings - we scope, build, and operate the pipeline. Tell us what you need.

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