SYSTEM all green source touchlocal.com queue 12,941 pages p99 latency 118ms dataflirt.com · scraper/touchlocal-com
RUN - 114 active pipelines - touchlocal.com live

UK business data,
at warehouse scale.

We extract local business listings, contact information, category classifications, and customer reviews from Touchlocal. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.

Profiles extracted
412K /day
Category updates
84K /24h
Review records
19K /run
Active pipelines
114
Uptime
99.94%
Data Dictionary

Every field we extract from touchlocal.com

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 touchlocal.com. All fields typed and schema-versioned.

business_idnameaddress_line_1citypostcodephonewebsitecategorysub_categorydescriptionclaimed_statusdate_added
business_profiles
● 200 OK
"business_id": "TL-84921",
"name": "Ace Plumbing Services",
"city": "London",
"postcode": "SW1A 1AA",
"phone": "020 7946 0123",
"category": "Plumbers",
"claimed_status": true
# business_idnameaddress_line_1citypostcodephone
1
2
3

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

review_idbusiness_idreviewer_namestar_ratingreview_textreview_dateresponse_textresponse_datehelpful_votes
reviews_& ratings
● 200 OK
"review_id": "REV-9932",
"business_id": "TL-84921",
"star_rating": 5,
"review_text": "Fixed my boiler in under an hour.",
"review_date": "2023-11-14",
"helpful_votes": 3
# review_idbusiness_idreviewer_namestar_ratingreview_textreview_date
1
2
3

Complete list of extractable fields for Operating Hours objects from touchlocal.com. All fields typed and schema-versioned.

business_idmonday_openmonday_closetuesday_opentuesday_closewednesday_openwednesday_closethursday_openthursday_closefriday_openfriday_closeweekend_hours
operating_hours
● 200 OK
"business_id": "TL-84921",
"monday_open": "08:00",
"monday_close": "18:00",
"tuesday_open": "08:00",
"tuesday_close": "18:00",
"weekend_hours": "Closed"
# business_idmonday_openmonday_closetuesday_opentuesday_closewednesday_open
1
2
3

Complete list of extractable fields for Location & Maps objects from touchlocal.com. All fields typed and schema-versioned.

business_idlatitudelongitudeservice_radiusboroughcountycountryregionmap_url
location_& maps
● 200 OK
"business_id": "TL-84921",
"latitude": 51.5014,
"longitude": -0.1419,
"borough": "Westminster",
"county": "Greater London",
"country": "UK"
# business_idlatitudelongitudeservice_radiusboroughcounty
1
2
3

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

keywordlocationpositionbusiness_idnameratingreview_countsponsoredsnippet
search_results
● 200 OK
"keyword": "plumber",
"location": "London",
"position": 1,
"business_id": "TL-84921",
"rating": 4.8,
"review_count": 42
# keywordlocationpositionbusiness_idnamerating
1
2
3

Capabilities

Everything you need from Touchlocal

Our Touchlocal scraper handles every layer of the directory: business listings, contact details, category classifications, and the review corpus.

Full Profile Extraction

Business name, address, phone numbers, website URLs, and rich descriptions scraped at the profile level.

Category & Taxonomy Mapping

Extract primary and secondary category classifications to build structured local business directories.

Review & Rating Mining

Capture review text, star ratings, timestamps, and owner responses across paginated review sections.

Operating Hours Tracking

Standardised extraction of opening times, holiday hours, and special event closures.

Geolocation & Map Coordinates

Extract embedded latitude and longitude data along with UK postcode parsing.

Search Ranking Intelligence

Track organic position for specific service keywords and geographic locations.

Claimed Status Verification

Identify whether a business profile is claimed or owner-verified on the Touchlocal platform.

Deduplication & Normalisation

Cleanse UK phone numbers and format postal addresses consistently across the dataset.

Change Detection

Run continuous pipelines with hash-based diffing to track new business registrations and closed entities.

// engagement pipeline

From target postcodes to warehouse record

Brief in. Clean data out.

Define Scope
d 0

Provide UK postcodes, target categories, or keyword sets. We design the extraction schema together.

Pipeline Build
d 2–4

We configure Scrapy crawlers, proxy rotation, and pagination handling for touchlocal.com.

Validation & QA
d 4–6

Schema validation, null-rate checks, and phone number formatting 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 Touchlocal pipeline handles the hard parts

Directory sites employ rate limiting and IP blocks to prevent bulk scraping. Here is how we maintain stable extraction.

pipeline-monitor · touchlocal.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
UK proxy rotation
Geographically targeted IP pools

Directory sites often block non-UK traffic or present altered results. We route requests through UK-based residential proxies to ensure accurate local search returns.

Pagination traversal
Deep crawl execution

Category pages limit visible results. Our crawlers systematically traverse pagination tokens and manipulate search parameters to extract the complete directory depth.

Schema normalisation
Messy local data formatted

User-submitted local business data is notoriously inconsistent. We apply regex-based normalisation to phone numbers, postcodes, and address lines before delivery.

Anti-bot layer
Rate limit evasion

We manage request concurrency and inject randomised delays to stay below Touchlocal rate limits, avoiding 403 errors and IP bans.

Change detection
Delta exports for active directories

We maintain a hash index of business profiles. Subsequent runs only push diffs, capturing newly added businesses or modified contact details without full re-crawls.

Applications

Who uses Touchlocal data

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

01
B2B Lead Generation

Sales teams use extracted contact details and category data to build targeted outbound prospecting lists across UK regions.

02
Local SEO Monitoring

Agencies track client rankings for local search terms against competitors within specific postcodes.

03
Directory Aggregation

Platform operators ingest Touchlocal profiles to enrich their own local business databases and fill data gaps.

04
Market Research

Analysts map business density by category and region to identify underserved markets or economic trends.

05
Review Sentiment Analysis

Brands aggregate local reviews to measure customer satisfaction and operational performance across franchise locations.

06
Data Verification

Risk and compliance teams cross-reference Touchlocal listings to verify business existence and physical addresses.

Why DataFlirt

"Touchlocal holds a critical slice of the UK local business graph, but extracting it cleanly requires navigating inconsistent user-generated data and strict rate limits."

Most teams underestimate the investment required for directory scraping: reliable extraction demands UK residential proxies, aggressive normalisation of phone numbers and postcodes, and daily selector maintenance. DataFlirt absorbs that complexity so your engineers can focus on the analysis, not the infrastructure.

Technical Spec

Touchlocal scraper technical specifications

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

Business profile extraction
Full contact details, descriptions, and categories
Supported
Review pagination
Extraction of all historical reviews per business
Supported
UK proxy routing
Requests routed via UK IPs for accurate local results
Supported
Address normalisation
Postcode extraction and address line splitting
Supported
Change detection (diffs)
Hash-based diff to emit only modified records
Supported
Keyword search scraping
Extract SERP rankings for specific local queries
Supported
Webhook delivery
HTTP POST per record or batch
Supported
Private user account data
Access to business owner dashboard metrics or private messages
Partial
Unpublished draft listings
Extraction of businesses pending approval or hidden from public search
Partial
Infrastructure

Infrastructure powering the Touchlocal pipeline

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

ScrapyPlaywrightPython 3.12RedisPostgreSQLApache AirflowAWS LambdaS3CloudWatch2CaptchaCapSolverResidential ProxiesDockerKubernetesGrafanaPrometheus
Scrapy Orchestration

Scrapy handles crawl orchestration, deduplication, and retry logic. We optimise concurrent request limits to respect target infrastructure.

UK 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
Parquet
Columnar format for BigQuery, Snowflake, Athena
AWS S3
Direct bucket delivery
Webhook
HTTP POST per record
API
REST endpoint for querying extracted datasets
PostgreSQL
Upsert into your existing schema
BigQuery
Streamed directly into your dataset
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

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

Ask us directly →
Is scraping Touchlocal legal?

Scraping publicly available directory information is generally permissible under UK and EU law, provided it does not extract personal data or breach database rights. DataFlirt targets only public business profiles. Clients should consult legal counsel for specific use cases.

How do you handle rate limits on directory sites?

We use UK residential proxies and manage request concurrency to stay below detection thresholds. Our crawlers mimic human browsing patterns with randomised delays.

Can you extract data for specific UK postcodes?

Yes. We can seed the crawler with a defined list of postcodes, cities, or counties to extract businesses only within your target geographic areas.

Do you clean and normalise the extracted data?

Yes. User-generated directories contain messy data. We apply regex patterns to normalise UK phone numbers, split addresses, and standardise postcodes before delivery.

How fresh is the data?

We can configure pipelines to run daily, weekly, or monthly depending on your requirements. Change detection ensures you only receive updates for modified or new listings.

What is the minimum viable engagement?

Our smallest packages start at a defined category or region list with weekly delivery. For full UK directory extraction, we price based on volume and delivery frequency.

$ dataflirt scope --new-project --source=touchlocal.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 targeted list of London plumbers or a continuous feed of all UK business registrations, we build and operate the pipeline. Tell us what you need.

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