SYSTEM all green source paginebianche.it queue 18,392 pages p99 latency 314ms dataflirt.com · scraper/paginebianche-it
RUN · 42 active pipelines · paginebianche.it live

Italian directory data,
at warehouse scale.

We extract business profiles, residential contacts, phone numbers, VAT IDs, and address coordinates from PagineBianche. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.

Listings extracted
412K /day
Phone numbers
895K /run
VAT records
112K /run
Active pipelines
42
Uptime
99.94%
Data Dictionary

Every field we extract from paginebianche.it

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

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

business_namecategorysub_categoryaddress_streetaddress_cityaddress_provinceaddress_capphone_numbermobile_numberfaxwebsiteemailpec_emailvat_idmap_coordinates
business_listings
● 200 OK
"business_name": "Ristorante Da Mario",
"category": "Ristoranti",
"address_city": "Roma",
"address_province": "RM",
"phone_number": "+39 06 1234567",
"vat_id": "IT12345678901",
"website": "https://www.damarioroma.it"
# business_namecategorysub_categoryaddress_streetaddress_cityaddress_province
1
2
3

Complete list of extractable fields for Residential Records objects from paginebianche.it. All fields typed and schema-versioned.

first_namelast_namefull_nameaddress_streetaddress_cityaddress_provinceaddress_capphone_numbermap_urlregiondistrict
residential_records
● 200 OK
"first_name": "Giuseppe",
"last_name": "Rossi",
"full_name": "Giuseppe Rossi",
"address_city": "Milano",
"address_province": "MI",
"phone_number": "+39 02 9876543"
# first_namelast_namefull_nameaddress_streetaddress_cityaddress_province
1
2
3

Complete list of extractable fields for Professional Services objects from paginebianche.it. All fields typed and schema-versioned.

professional_nameprofession_typespecializationaddresscityprovincephoneemailpecwebsiteregistration_numbervat_id
professional_services
● 200 OK
"professional_name": "Studio Legale Bianchi",
"profession_type": "Avvocato",
"city": "Napoli",
"province": "NA",
"phone": "+39 081 1122334",
"pec": "bianchi@pec.avvocati.it"
# professional_nameprofession_typespecializationaddresscityprovince
1
2
3

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

search_keywordlocation_queryresult_positionlisting_typenamesnippetaddressprimary_phonedetail_urlsponsored
search_results
● 200 OK
"search_keyword": "idraulico",
"location_query": "Torino",
"result_position": 1,
"name": "Idraulica Torinese",
"primary_phone": "+39 011 5566778",
"sponsored": false
# search_keywordlocation_queryresult_positionlisting_typenamesnippet
1
2
3

Complete list of extractable fields for Location Geodata objects from paginebianche.it. All fields typed and schema-versioned.

listing_idnameaddress_fulllatitudelongituderegionprovincemunicipalitycap_codemap_linkneighborhood
location_geodata
● 200 OK
"listing_id": "PB-998877",
"name": "Farmacia Centrale",
"latitude": 45.4642,
"longitude": 9.19,
"province": "MI",
"cap_code": "20121"
# listing_idnameaddress_fulllatitudelongituderegion
1
2
3

Capabilities

Complete Italian directory coverage, structured and clean

Our PagineBianche scraper navigates regional search filters, bypasses rate limits, and extracts deeply nested contact data, including Partita IVA, PEC emails, and geographic coordinates.

Business Directory Extraction

Extract comprehensive company profiles including registered names, addresses, primary phone numbers, and operational categories.

Residential Search

Scrape private citizen listings by surname, capturing full names, addresses, and landline numbers across all Italian municipalities.

Partita IVA & PEC Capture

Extract VAT numbers and certified email addresses (PEC) critical for B2B compliance and official communications in Italy.

Reverse Lookup Scraping

Input phone numbers to extract associated entities, returning the registered business or individual tied to the line.

Geographic Bounding

Crawl listings systematically by region, province, municipality, or CAP (postal) code to ensure total territorial coverage.

Category Hierarchy Traversal

Navigate macro and micro categories automatically, building complete datasets for specific industries like hospitality or healthcare.

Professional Registries

Target specific professions like doctors, lawyers, and architects, capturing specialisations and registry numbers.

Map Coordinate Extraction

Capture latitude and longitude parameters embedded in listing maps for geospatial analysis and routing applications.

Automated Pagination

Traverse thousands of result pages without missing records, handling dynamic loading and query string state.

// engagement pipeline

From query list to warehouse record

Brief in. Clean data out.

Define Scope
d 0

Provide target categories, regions, or CAP codes. We design the extraction schema together.

Pipeline Build
d 2–4

We configure Scrapy / Playwright crawlers, Italian proxy rotation, and session management for paginebianche.it.

Validation & QA
d 4–6

Schema validation, null-rate checks for phone numbers, and location normalisation 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 PagineBianche pipeline handles the hard parts

Directory sites aggressively throttle bulk extraction. Here is how we maintain steady throughput and clean data.

pipeline-monitor · paginebianche.it · 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
Regional proxy targeting

PagineBianche restricts access from non-Italian IP ranges and blocks datacenter IPs. We route all requests through Italian residential proxies to ensure high success rates and prevent geo-blocking.

Rate limits
Concurrency control and backoff

Directory sites use strict rate limits per session. Our orchestrator manages request velocity, applying exponential backoff and automatic proxy rotation when HTTP 429 status codes are detected.

State management
Pagination state tracking

Deep category searches yield thousands of pages. We maintain state across distributed workers, ensuring crawls can resume seamlessly after interruptions without duplicating records.

Data cleaning
DOM structure normalisation

Business listings and residential records share inconsistent HTML structures. We use resilient selector fallbacks to normalise names, addresses, and phone numbers into a strict schema.

Data access
Obfuscated data resolution

Certain contact details like emails and phone numbers are loaded dynamically or obfuscated in the DOM. We use Playwright to execute required JavaScript and reveal the underlying values.

Applications

Who uses PagineBianche data, and how

Teams across industries use paginebianche.it data to build competitive products and smarter operations.

01
B2B Lead Generation

Sales teams build targeted outreach lists by extracting businesses within specific Italian provinces and industry categories.

02
Local SEO & Citation Building

Marketing agencies audit NAP (Name, Address, Phone) consistency across local directories to optimise search rankings.

03
Master Data Management

Enterprises enrich existing CRM records by cross-referencing Italian client data with authoritative directory listings.

04
Telemarketing & Call Centers

Generating localised call lists for outbound campaigns using filtered residential and commercial phone records.

05
Market Research & Mapping

Analysing business density and competitor locations across Italian municipalities using extracted geocoordinates.

06
Fraud Detection & Verification

Cross-referencing entity identities, addresses, and VAT IDs to verify Italian merchants and customers during onboarding.

Why DataFlirt

"PagineBianche holds the definitive map of Italian commerce and residency, but extracting millions of records requires navigating strict rate limits and complex regional hierarchies."

Most teams fail at directory scraping because they underestimate the rate limiting and inconsistent schema across different listing types. DataFlirt absorbs that complexity, deploying localised Italian proxies and resilient error handling so your engineers can focus on the analysis, not the infrastructure.

Technical Spec

PagineBianche scraper, technical capabilities

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

Italian residential proxies
ISP-grade residential IPs from Italy to bypass geo-restrictions
Supported
Partita IVA extraction
Capture VAT numbers from business profile pages
Supported
PEC email capture
Extract certified email addresses required for Italian businesses
Supported
Reverse phone lookup
Query by phone number to extract registered owner details
Supported
CAP (postal code) search
Iterate systematically through Italian postal codes for total coverage
Supported
Coordinate geocoding
Extract embedded latitude and longitude for mapping applications
Supported
Change detection (diffs)
Hash-based diff to only emit records with changed fields since last run
Supported
Webhook delivery
HTTP POST per record or batch for real-time downstream processing
Supported
Hidden/unlisted numbers
Cannot extract numbers explicitly hidden by user privacy settings
Partial
Historical listing archives
PagineBianche does not surface historical snapshots of deleted businesses
Partial
Infrastructure

Infrastructure powering the PagineBianche 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 execution for obfuscated contact details. Combined via scrapy-playwright middleware.

Localised Proxy Infrastructure

We maintain pools of residential ISP proxies strictly within Italy. Rotation happens per-request to distribute load and prevent rate limiting from directory firewalls.

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, schema versioned per run
CSV
Flat file with typed columns, Excel/Sheets compatible
XLS
Excel format for direct business user consumption
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
Queryable REST endpoints for on-demand record retrieval
PostgreSQL
Upsert into your existing schema with conflict resolution
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

About paginebianche.it scraping, legality, and pipeline operations.

Ask us directly →
Is scraping PagineBianche legal?

Scraping publicly available directory information is generally permissible, provided it complies with data protection regulations like GDPR. DataFlirt extracts only public records. Clients must ensure their subsequent use of the data, especially for marketing, complies with Italian privacy laws and the opt-out registry (Registro delle Opposizioni).

How do you handle rate limits?

We use Italian residential ISP proxies and enforce strict concurrency controls. Our orchestrator applies exponential backoff and automatically rotates IPs if throttling is detected, ensuring continuous extraction without triggering blocks.

Can you extract Partita IVA and PEC emails?

Yes. When a business profile includes a Partita IVA (VAT number) or a PEC (certified email), our pipeline captures and normalises these fields into the final dataset.

How fresh is the data?

Pipelines run on your specified cadence. For total directory sweeps, runs typically complete within days depending on scale. Targeted category or regional updates can run daily or weekly.

Can I target specific Italian regions or CAP codes?

Absolutely. We can configure the pipeline to target specific regions (e.g., Lombardia), provinces (e.g., Milano), municipalities, or exact CAP (postal) codes to limit extraction to your required geographic scope.

Do you support reverse phone lookups?

Yes. If you provide a list of Italian phone numbers, we can script the pipeline to query each number and extract the associated business or residential entity.

What is the minimum viable engagement?

Our minimum engagement typically starts with a defined extraction scope, such as a specific industry category nationwide or all businesses within a specific region. Contact us with your target parameters for a precise quote.

$ dataflirt scope --new-project --source=paginebianche.it 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 full export of Italian pharmacies or continuous monitoring of new business registrations in Lombardy, we scope, build, and operate the pipeline. Tell us what you need.

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