SYSTEM all green source mybuilder.com queue 14,892 profiles p99 latency 184ms dataflirt.com · scraper/mybuilder-com
RUN : 42 active pipelines : mybuilder.com live

MyBuilder data,
at warehouse scale.

We extract tradesperson profiles, feedback histories, service areas, and qualifications from MyBuilder. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.

Profiles extracted
112K /run
Feedback records
2.1M /month
Trade categories
148 /sync
Active pipelines
42
Uptime
99.98%
Data Dictionary

Every field we extract from mybuilder.com

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

Complete list of extractable fields for Tradesperson Profiles objects from mybuilder.com. All fields typed and schema-versioned.

profile_idcompany_namecontact_nameprimary_tradelocationfeedback_positivefeedback_neutralfeedback_negativejobs_completedhired_countresponse_rateprofile_url
tradesperson_profiles
● 200 OK
"profile_id": "mb_847291",
"company_name": "Apex Plumbing Services",
"primary_trade": "Plumber",
"location": "Manchester",
"feedback_positive": 412,
"jobs_completed": 450,
"response_rate": "98%"
# profile_idcompany_namecontact_nameprimary_tradelocationfeedback_positive
1
2
3

Complete list of extractable fields for Feedback & Reviews objects from mybuilder.com. All fields typed and schema-versioned.

review_idprofile_idrating_typereview_textjob_titlecustomer_namedate_postedlocationreply_textverified_hire
feedback_& reviews
● 200 OK
"review_id": "rev_99281",
"profile_id": "mb_847291",
"rating_type": "Positive",
"job_title": "Fix leaking radiator",
"date_posted": "2026-03-14",
"verified_hire": true,
"location": "M14"
# review_idprofile_idrating_typereview_textjob_titlecustomer_name
1
2
3

Complete list of extractable fields for Trade Categories objects from mybuilder.com. All fields typed and schema-versioned.

category_idnameslugparent_categorydescriptionactive_tradespeopleaverage_ratingurl
trade_categories
● 200 OK
"category_id": "cat_42",
"name": "Gas Engineer",
"slug": "gas-engineer",
"parent_category": "Heating & Gas",
"active_tradespeople": 12450,
"url": "/trades/gas-engineer"
# category_idnameslugparent_categorydescriptionactive_tradespeople
1
2
3

Complete list of extractable fields for Service Areas objects from mybuilder.com. All fields typed and schema-versioned.

profile_idradius_milesbase_postcodecovered_townscovered_countmap_polygon_urlregiontravel_pref
service_areas
● 200 OK
"profile_id": "mb_847291",
"radius_miles": 20,
"base_postcode": "M1",
"covered_towns": "['Salford', 'Stockport', 'Bolton']",
"covered_count": 34,
"region": "North West"
# profile_idradius_milesbase_postcodecovered_townscovered_countmap_polygon_url
1
2
3

Complete list of extractable fields for Qualifications objects from mybuilder.com. All fields typed and schema-versioned.

profile_idcheck_typeverified_statusdate_checkedauthorityregistration_numberexpiry_datedocument_type
qualifications
● 200 OK
"profile_id": "mb_847291",
"check_type": "Gas Safe Register",
"verified_status": true,
"authority": "Gas Safe",
"registration_number": "123456",
"date_checked": "2025-11-20"
# profile_idcheck_typeverified_statusdate_checkedauthorityregistration_number
1
2
3

Capabilities

Extract every tradesperson attribute from MyBuilder

Our MyBuilder scraper navigates UK postcode pagination, extracts nested feedback histories, and normalises trade categories with anti-bot circumvention built directly into the pipeline.

Full Profile Extraction

Company name, primary contact, trade specialisations, location data, and full description text extracted at the profile level.

Feedback & Rating Mining

Complete extraction of positive, neutral, and negative feedback counts, alongside individual review text and tradesperson replies.

Service Area Mapping

Capture base postcodes, travel radius preferences, and specific covered towns for geographic supply analysis.

Qualification Verification

Track verified credentials such as Gas Safe or Part P registration, including verification dates and registration numbers.

Response Rate Monitoring

Extract platform-calculated response rates and hired counts to evaluate tradesperson activity levels.

Category Hierarchy Mapping

Traverse MyBuilder trade categories from parent to leaf nodes, capturing aggregate supply metrics per trade.

Job History Parsing

Extract historical job titles, completion dates, and associated client locations from the feedback timeline.

UK Postcode Normalisation

Iterate through UK postcode districts to ensure complete geographic coverage without missing regional profiles.

Scheduled Diffs

Run continuous pipelines to capture new reviews and profile updates without re-processing static historical data.

// engagement pipeline

From target trades to warehouse tables

Brief in. Clean data out.

Define Scope
d 0

Provide trade categories, target postcodes, or specific profile URLs. We design the extraction schema together.

Pipeline Build
d 2–4

We configure Scrapy crawlers, UK proxy rotation, and postcode iteration logic for mybuilder.com.

Validation & QA
d 4–6

Schema validation, null-rate checks, and geographic coverage verification before full launch.

Delivery
ongoing

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

Under the hood

How our MyBuilder pipeline handles the hard parts

Directory scraping requires strict geographic traversal and anti-bot resilience. Here is how we maintain pipeline stability.

pipeline-monitor · mybuilder.com · 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
UK residential proxies

MyBuilder monitors traffic patterns and IP origins. We route all requests through UK-based residential proxies to maintain high success rates and avoid geo-blocks.

Geographic coverage
Postcode radius iteration

To extract a complete national dataset, we programmatically iterate through UK postcode sectors and adjust search radii dynamically to capture all local profiles without hitting pagination limits.

Schema stability
Handling profile layout variants

Tradesperson profiles vary based on account age and verification level. Our selector strategy uses multiple fallback chains to ensure data extraction regardless of profile completeness.

Change detection
Only parse new feedback

For ongoing monitoring, we maintain an index of last-seen review IDs. Subsequent runs only extract and deliver new feedback, reducing downstream processing loads.

Monitoring
Coverage anomaly detection

We monitor extraction counts against expected category totals. If a specific trade or region drops below baseline, our infrastructure alerts us to investigate selector drift instantly.

Applications

Who uses MyBuilder data

Teams across industries use mybuilder.com data to build competitive products and smarter operations.

01
Lead Generation for Suppliers

Building material suppliers extract active tradespeople by region to build highly targeted B2B sales lists.

02
Market Research & Trade Analysis

Analysts track the density of specific trades across UK regions to identify supply shortages and market opportunities.

03
Competitor Benchmarking

Service marketplace operators monitor MyBuilder category growth and feedback volume to benchmark their own platform liquidity.

04
Insurance & Risk Assessment

Commercial insurers use public feedback histories and qualification verification dates to assess liability risk for contractor policies.

05
Trust & Safety Verification

Compliance teams cross-reference tradesperson records against public directories to verify operating history and customer satisfaction.

06
Local Services Aggregation

Proptech platforms ingest tradesperson data to provide local service recommendations to new homeowners.

Why DataFlirt

"MyBuilder holds the most comprehensive dataset of verified UK tradespeople and their performance history, but extracting it requires navigating strict geographic pagination."

Most teams underestimate the investment required: reliable MyBuilder scraping requires UK residential proxies, complex postcode radius iteration, and handling varying profile layouts. DataFlirt absorbs that complexity so your engineers can focus on the analysis, not the infrastructure.

Technical Spec

MyBuilder scraper : technical capabilities

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

UK Residential proxies
ISP-grade residential IPs from UK pools to bypass regional blocks
Supported
Postcode radius traversal
Automated iteration across UK postcodes to ensure complete coverage
Supported
Review pagination
Extraction of full feedback history, bypassing default view limits
Supported
Change detection
Hash-based diff: only emit records with new reviews or profile updates
Supported
Webhook delivery
HTTP POST per record or batch for real-time CRM ingestion
Supported
Qualification downloads
Extraction of public verification metadata and authority details
Supported
Private job leads
Customer contact details and private job descriptions are gated behind login
Partial
Direct messaging
Automated messaging to tradespeople requires authentication and violates ToS
Partial
Infrastructure

Infrastructure powering the pipeline

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

ScrapyPlaywrightPython 3.12RedisPostgreSQLApache AirflowAWS LambdaS3CloudWatch2CaptchaCapSolverResidential ProxiesDockerKubernetesGrafanaPrometheus
Scrapy + Playwright Stack

Scrapy handles crawl orchestration and deduplication. Playwright handles JavaScript rendering and interaction flows. Combined via scrapy-playwright middleware.

Residential Proxy Infrastructure

We maintain pools of residential ISP proxies across UK regions. Rotation happens per-request with sticky sessions where required.

Cloud-Native Orchestration

Pipelines run on AWS Lambda and ECS. Airflow handles scheduling, dependency management, and SLA alerting. All state stored in managed Postgres.

Output & Delivery

Your data, your destination

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

JSON
Newline-delimited or nested
CSV
Flat file with typed columns
XLS
Excel compatible format for business teams
Parquet
Columnar format for BigQuery, Snowflake, Athena
AWS S3
Direct bucket delivery
Webhook
HTTP POST per record for real-time downstream processing
API
REST endpoints to query your extracted datasets
PostgreSQL
Upsert into your existing schema with conflict resolution
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

About mybuilder.com scraping, legality, and pipeline operations.

Ask us directly →
Is scraping MyBuilder legal?

Scraping publicly available information from MyBuilder is generally permissible. DataFlirt targets only public profile, feedback, and category data. We do not extract private job details, circumvent authentication walls, or scrape gated user contact information.

How do you handle geographic search limits?

We use a proprietary UK postcode database to systematically query the platform across all geographic sectors, adjusting the search radius dynamically to ensure we capture all profiles without exceeding pagination maximums.

Can you extract full feedback histories?

Yes. We paginate through the complete feedback timeline for each tradesperson, extracting positive, neutral, and negative reviews along with the corresponding job titles and dates.

How fresh is the data?

Full directory refreshes typically complete within 24 to 48 hours depending on the target scope. Incremental pipelines tracking specific trades or postcodes can run daily to capture new feedback and profile updates.

Can I get customer contact details from job listings?

No. Customer contact details and specific private job requirements are gated behind MyBuilder login walls and restricted to verified tradespeople who purchase leads. We only extract public directory data.

What is the minimum viable engagement?

Our smallest packages start at a defined set of trade categories or specific UK regions with monthly delivery. For full national directory extraction, we price based on volume and delivery frequency.

$ dataflirt scope --new-project --source=mybuilder.com 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 extraction of regional plumbers or a continuous feed of UK tradesperson feedback : we scope, build, and operate the pipeline. Tell us what you need.

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