We extract tradie profiles, business details, verified reviews, and service coverage from Oneflare. Delivered as clean JSON, CSV, or Parquet to S3 or BigQuery 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 Business Profiles objects from oneflare.com.au. All fields typed and schema-versioned.
"business_id": "biz_849201", "name": "Sydney Premium Plumbing", "abn": "12 345 678 901", "category": "Plumber", "rating": 4.8, "review_count": 142, "location": "Surry Hills, NSW 2010", "verified_status": true
| # | business_id | name | abn | category | rating | review_count |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Reviews & Ratings objects from oneflare.com.au. All fields typed and schema-versioned.
"review_id": "rev_99214", "business_id": "biz_849201", "reviewer_name": "Sarah M.", "rating": 5.0, "review_text": "Fixed the leaking pipe within an hour. Highly recommended.", "date": "2026-03-14", "verified_hire": true, "service_type": "Emergency Plumbing"
| # | review_id | business_id | reviewer_name | rating | review_text | date |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Services & Specs objects from oneflare.com.au. All fields typed and schema-versioned.
"business_id": "biz_849201", "primary_category": "Plumber", "sub_categories": "['Gas Fitting', 'Hot Water Systems', 'Blocked Drains']", "emergency_service": true, "commercial_services": false, "residential_services": true, "warranty_provided": true
| # | business_id | primary_category | sub_categories | hourly_rate_estimate | call_out_fee | emergency_service |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Service Areas objects from oneflare.com.au. All fields typed and schema-versioned.
"business_id": "biz_849201", "primary_location": "Surry Hills, NSW", "radius_km": 25, "postcodes_served": "['2010', '2011', '2021', '2022']", "states_served": "['NSW']", "travel_surcharge": false, "remote_service": false
| # | business_id | primary_location | radius_km | postcodes_served | states_served | travel_surcharge |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Licensing & Credentials objects from oneflare.com.au. All fields typed and schema-versioned.
"business_id": "biz_849201", "entity_name": "SYDNEY PREMIUM PLUMBING PTY LTD", "abn": "12 345 678 901", "license_number": "Lic-94821", "license_type": "Contractor Licence", "state_issued": "NSW", "public_liability_insurance": true, "police_check_verified": true
| # | business_id | entity_name | abn | acn | license_number | license_type |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Our Oneflare scraper maps the entire Australian contractor ecosystem: business profiles, verified customer reviews, service areas, and licensing credentials, bypassing rate limits and CAPTCHAs automatically.
Extract business name, description, ABN, contact details, and years in business from every active tradie profile.
Capture verified customer reviews, star ratings, service types provided, and tradie response texts.
Map exact postcodes and regions served by each contractor to analyse local market coverage and density.
Extract ABN, public liability insurance status, police checks, and state-issued license numbers.
Map tradies to specific parent and sub-categories, from general plumbing to specialised gas fitting.
Capture URLs and descriptions for past work photos uploaded to contractor profiles.
Track business visibility and ranking positions for specific trades across targeted Australian postcodes.
Hash-based diffing ensures you only process new reviews or updated business details on subsequent runs.
Guaranteed uptime, schema stability, and data completeness for enterprise production pipelines.
Brief in. Clean data out.
Provide target postcodes, trade categories, or specific business URLs. We design the extraction schema together.
We configure Scrapy crawlers, AU residential proxy rotation, and session management for oneflare.com.au.
Schema validation, null-rate checks, and data normalisation before full launch.
JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
Extracting local service marketplaces involves bypassing aggressive rate limits and localised search restrictions. Here is how we maintain reliable data flow.
Oneflare blocks datacentre IPs and restricts non-Australian traffic. Our crawlers use AU-based residential ISP proxies with realistic browser fingerprints to maintain access.
Many reviews and portfolio images are dynamically loaded. We run full Playwright browser sessions to execute JavaScript and capture data that headless HTTP clients miss entirely.
Marketplace DOM structures change frequently. Our selector strategy uses multiple fallback chains per field so a layout change does not break your data pipeline overnight.
To capture accurate local search rankings, we inject specific Australian postcodes into our session headers, simulating real user searches from those exact regions.
For large business directories, we maintain a hash index of last-seen values. Subsequent runs only push diffs, such as new reviews or updated contact details, reducing compute cost.
Wholesale suppliers and software vendors extract verified tradie profiles to build targeted outreach lists based on trade and location.
Analysts map trade density, review velocity, and service saturation across Australian postcodes to identify market gaps.
Large contracting firms track the review growth and service area expansion of rival businesses to inform local strategy.
Risk assessment teams verify ABNs, public liability insurance status, and police checks at scale for contractor networks.
Aggregators and local business directories populate their databases with verified, up-to-date contractor information.
Agencies aggregate reviews across Oneflare and other platforms to monitor brand sentiment for large franchise networks.
"Oneflare holds the most accurate directory of verified Australian tradies, but extracting that data across 15,000 postcodes requires serious infrastructure."
Scraping local service marketplaces involves bypassing aggressive rate limits, rendering complex JavaScript, and managing thousands of localised search sessions. DataFlirt handles the proxy rotation and session management so you receive clean, structured contractor data ready for analysis.
Everything supported by our oneflare.com.au 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 handles JavaScript rendering and interaction flows for dynamic profile components.
We maintain pools of residential ISP proxies across Australia. Rotation happens per-request to prevent rate limits and IP bans.
Pipelines run on AWS Lambda and ECS. Airflow handles scheduling and SLA alerting. All state is stored in managed Postgres.
Data delivered to where your team already works — no new tooling required.
About oneflare.com.au scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available business profiles and reviews is generally permissible. DataFlirt targets only public, non-authenticated contractor data. We do not extract personal data of consumers posting jobs or internal quote communications.
We use Australian residential ISP proxies, realistic browser fingerprints, and request timing modelled on human behaviour to avoid triggering security blocks.
Yes. We can configure the pipeline to iterate through a specific list of target postcodes or cover the entire Australian territory.
Yes. We capture all publicly displayed credential data, including ABNs, license numbers, and verification badges for insurance and police checks.
Pipelines can be configured to run daily or weekly. We use change detection to quickly identify and extract only new reviews since the last run.
No. Extracting private job requests or customer contact details requires authentication and violates terms of service. We only extract public business profiles.
20-minute scoping call. Pilot dataset within the week. Production within two. Need a complete dump of Sydney plumbers or a continuous feed of new electrician reviews? We scope, build, and operate the pipeline. Tell us what you need.
