SYSTEM all green source 192.com queue 14,892 queries p99 latency 214ms dataflirt.com · scraper/192-com
RUN * 41 active pipelines * 192.com live

192.com data,
at warehouse scale.

We extract UK business listings, open electoral roll records, property transactions, and director profiles from 192.com. Delivered as clean JSON, CSV, or Parquet to S3 or BigQuery on your cadence.

Records extracted
842K /day
Business updates
1.2M /week
Property records
45K /run
Active pipelines
41
Uptime
99.94%
Data Dictionary

Every field we extract from 192.com

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

Complete list of extractable fields for People Search objects from 192.com. All fields typed and schema-versioned.

first_namelast_namemiddle_initialaddress_line_1address_line_2townpostcodeage_guideoccupancy_yearsother_occupants
people_search
● 200 OK
"first_name": "John",
"last_name": "Smith",
"postcode": "SW1A 1AA",
"age_guide": "40-44",
"occupancy_years": "2018-2023",
"other_occupants": "['Jane Smith', 'Mark Smith']"
# first_namelast_namemiddle_initialaddress_line_1address_line_2town
1
2
3

Complete list of extractable fields for Business Listings objects from 192.com. All fields typed and schema-versioned.

business_namecategoryaddressphone_numberwebsitedescriptionopening_hoursratingreview_countmap_coordinates
business_listings
● 200 OK
"business_name": "Tech Solutions Ltd",
"category": "IT Support",
"phone_number": "020 7946 0001",
"postcode": "EC1A 1BB",
"rating": 4.8,
"review_count": 34
# business_namecategoryaddressphone_numberwebsitedescription
1
2
3

Complete list of extractable fields for Property Prices objects from 192.com. All fields typed and schema-versioned.

property_addressproperty_typetenurebedroomsbathroomslast_sold_pricelast_sold_dateestimated_valuecouncil_tax_bandenergy_rating
property_prices
● 200 OK
"property_type": "Terraced",
"tenure": "Freehold",
"last_sold_price": 450000,
"last_sold_date": "2021-08-14",
"estimated_value": 510000,
"council_tax_band": "D"
# property_addressproperty_typetenurebedroomsbathroomslast_sold_price
1
2
3

Complete list of extractable fields for Director Data objects from 192.com. All fields typed and schema-versioned.

company_namecompany_numberincorporation_dateregistered_addressstatusdirector_namedirector_dobdirector_roleappointment_dateresignation_date
director_data
● 200 OK
"company_name": "Global Trading PLC",
"company_number": "01234567",
"status": "Active",
"director_name": "Sarah Jenkins",
"director_role": "Managing Director",
"appointment_date": "2015-03-01"
# company_namecompany_numberincorporation_dateregistered_addressstatusdirector_name
1
2
3

Complete list of extractable fields for Demographics objects from 192.com. All fields typed and schema-versioned.

postcode_sectorpopulationaverage_agehouseholdscrime_rateaverage_incomenearest_stationbroadband_speedschool_ratinglocal_authority
demographics
● 200 OK
"postcode_sector": "M1 1",
"population": 4521,
"average_age": 28,
"crime_rate": "High",
"average_income": 32000,
"local_authority": "Manchester City Council"
# postcode_sectorpopulationaverage_agehouseholdscrime_rateaverage_income
1
2
3

Capabilities

Everything you need from 192.com

Our 192.com scraper navigates the complex UK directory ecosystem, handling rate limits, pagination caps, and CAPTCHA challenges to extract clean public records.

UK Electoral Roll Extraction

Extract open register data including names, addresses, and co-occupants for identity verification and tracing.

Business Directory Scraping

Capture company names, contact numbers, addresses, and categories across all UK regions and sectors.

Property & Land Registry Data

Extract historical sold prices, property attributes, and current valuation estimates from 192.com property pages.

Company Director Intelligence

Map corporate structures with director names, appointment dates, and associated active companies.

Age Guide & Demographics

Extract age bracket estimates and household composition data for demographic profiling.

Address Standardisation

Parse and normalise UK postal addresses into structured formats compatible with standard PAF systems.

Geospatial Coordinate Mapping

Extract latitude and longitude points from business and property listings for spatial analysis.

Pagination & Rate Limit Handling

Navigate deep search results while managing strict 192.com query limits and IP blocks.

Scheduled & Streaming Modes

Run one-off bulk exports or configure continuous pipelines at hourly, daily, or real-time cadences with change-detection diffing.

// engagement pipeline

From search query to warehouse record

Brief in. Clean data out.

Define Scope
d 0

Provide postcode sectors, business categories, or target demographics. We design the extraction schema together.

Pipeline Build
d 2–4

We configure Scrapy crawlers, proxy rotation, session management, and CAPTCHA handling for 192.com.

Validation & QA
d 4–6

Schema validation, null-rate checks, and address standardisation tests before full launch.

Delivery
ongoing

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

Under the hood

How our 192.com pipeline handles the hard parts

192.com invests heavily in scraping detection and strict query limits. Here is how we stay resilient.

pipeline-monitor · 192.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
Rate limiting
Aggressive query throttling

192.com restricts the number of searches per IP. We rotate residential proxies per request to distribute query volume and avoid temporary bans.

CAPTCHA walls
Automated challenge resolution

High velocity searches trigger CAPTCHA challenges. Our pipeline integrates 2Captcha and CapSolver to clear these hurdles without manual intervention.

Data formatting
Unstructured address parsing

UK addresses appear in varying formats. We apply custom parsing logic to normalise street, town, and postcode fields into structured JSON arrays.

Pagination limits
Deep result extraction

Search results are capped per query. We slice search parameters by granular postcode sectors and business categories to extract the full corpus.

Monitoring & alerting
24/7 pipeline health with anomaly detection

Every run emits structured logs to our observability stack. We alert on null-rate spikes, schema drift, and coverage drops.

Applications

Who uses 192.com data

Teams across industries use 192.com data to build competitive products and smarter operations.

01
Identity Verification & KYC

Compliance teams use open register data to cross-reference customer identities against known UK addresses.

02
Skip Tracing & Debt Recovery

Agencies trace individuals who have relocated by monitoring electoral roll updates and co-occupant linkages.

03
B2B Lead Generation

Sales teams build targeted outreach lists using business directory data filtered by category and region.

04
Real Estate Prospecting

Property investors identify off-market opportunities by analysing ownership tenure and estimated valuations.

05
Master Data Management

Enterprise data teams append missing phone numbers and postal codes to their existing CRM records.

06
Market Research

Analysts use demographic and business density data to plan retail locations and assess local competition.

Why DataFlirt

"192.com holds the most comprehensive public directory in the UK, but extracting that data at scale requires navigating aggressive rate limits and complex pagination."

Most teams underestimate the investment required: reliable 192.com scraping requires residential proxies, CAPTCHA handling, and sophisticated query slicing to bypass result caps. DataFlirt absorbs that complexity so your engineers can focus on the analysis, not the infrastructure.

Technical Spec

192.com scraper technical capabilities

Everything supported by our 192.com scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.

Business directory listings
Full extraction of public company details, categories, and contact info
Supported
Open Electoral Roll
Names, addresses, and age guides from the publicly available register
Supported
Property sold prices
Historical transaction data sourced from Land Registry via 192.com
Supported
Director search
Public director appointments and associated company linkages
Supported
Address normalisation
Splitting raw address strings into structured street, town, and postcode fields
Supported
Geospatial coordinates
Extraction of map coordinates for business and property listings
Supported
Change detection (diffs)
Hash-based diff: only emit records with changed fields since last run
Supported
Premium Electoral Roll
Access to the edited register requires paid credits and account login
Partial
Full Credit Reports
Detailed financial histories are locked behind premium paywalls
Partial
Infrastructure

Infrastructure powering the 192.com 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, deduplication, and retry logic. Playwright handles JavaScript rendering, cookie sessions, 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. IP score monitoring prevents blacklisted pool contamination.

Cloud-Native Orchestration

Pipelines run on AWS Lambda (burst) and ECS (sustained). 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
Standard Excel spreadsheet for business users
Parquet
Columnar format for BigQuery, Snowflake, Athena
AWS S3
Direct bucket delivery
Webhook
HTTP POST per record for real-time downstream processing
API
RESTful endpoint to query your extracted datasets
Postgres
Upsert into your existing schema with conflict resolution
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

About 192.com scraping, legality, and pipeline operations.

Ask us directly →
Is scraping 192.com legal?

Scraping publicly available information from 192.com is generally permissible under applicable UK law. DataFlirt targets only public, non-authenticated directory and open register data. We do not extract premium gated records or violate GDPR. Clients should review 192.com terms and consult legal counsel.

How do you handle 192.com rate limits?

We use UK based residential ISP proxies and request timing modelled on human behaviour. This distributes the query volume and prevents IP bans from their security systems.

Can you extract the full electoral roll?

We extract the Open Register (edited electoral roll) which is publicly available on 192.com. The full electoral register is restricted by law and not accessible via public scraping.

How do you bypass search result limits?

192.com caps the number of results per search. We bypass this by slicing queries into micro-segments, such as searching by individual postcode sectors and specific business categories to ensure full coverage.

Can you provide property valuation estimates?

Yes, we extract the property attributes, historical Land Registry sold prices, and the current valuation estimates displayed on 192.com property pages.

What is the minimum viable engagement?

Our smallest packages start at a defined query list (typically 10,000 postal sectors or business names) with weekly delivery. For larger datasets, we price based on volume.

$ dataflirt scope --new-project --source=192.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 business directory dump or continuous electoral roll monitoring across the UK, we scope, build, and operate the pipeline. Tell us what you need.

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