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Paginas Amarillas Business Details Scraper

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Paginas Amarillas Business Details Scraper

Paginas Amarillas Business Details Scraper

Automate business intelligence collection across Latin America with Paginasamarillas Business Details Scraper. Extract complete company profiles, contact information, and operational data from Argentina, Chile, Colombia, Ecuador, and 6+ countries. Transform hours of manual research into structured.

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$15.00/month + usage

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ecomscrape

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Paginasamarillas.com Business Details Scraper: Extract Comprehensive Latin American Business Data - Multi-Country Support

Excerpt: Automate business intelligence collection across Latin America with Paginasamarillas Business Details Scraper. Extract complete company profiles, contact information, and operational data from Argentina, Chile, Colombia, Ecuador, and 6+ countries. Transform hours of manual research into structured, actionable business data in minutes.


Introduction

Paginasamarillas.com represents one of Latin America's most extensive and trusted business directory networks, serving millions of users across Spanish-speaking countries for over two decades. Operating distinct platforms in Argentina, Chile, Colombia, Ecuador, Peru, El Salvador, Nicaragua, Guatemala, and Panama, this network connects consumers with local businesses while providing comprehensive company information that spans multiple industries and geographic markets.

For businesses, sales teams, and market researchers targeting Latin American markets, manually collecting business intelligence from Paginasamarillas' vast multi-country database presents significant challenges. Each country platform maintains its own business listings with varying data structures, making cross-border market analysis particularly time-consuming. The need for scalable, automated data extraction becomes critical when building regional prospect databases, conducting competitive intelligence, or analyzing market opportunities across multiple Latin American countries.

The Paginasamarillas Business Details Scraper addresses these challenges by automating the extraction of detailed business information across all Paginasamarillas country platforms. Whether you're expanding into new Latin American markets, building comprehensive lead lists, conducting regional competitive analysis, or researching partnership opportunities, this scraper transforms days of manual data collection into hours of automated processing, delivering structured business intelligence ready for analysis and action.

Overview of Paginasamarillas Business Scraper

The Paginasamarillas Business Scraper is a powerful multi-country data extraction tool designed to efficiently collect comprehensive business information from business detail pages across the entire Paginasamarillas network. This scraper excels at processing individual business listing pages and extracting detailed company profiles including identification data, metadata, scheduling information, content descriptions, and status indicators.

Key Strengths:

  • Multi-Country Coverage: Supports data extraction from 10 distinct Paginasamarillas platforms across Latin America including Argentina (.com.ar), Chile (.cl), Colombia (.com.co), Ecuador (.com.ec), Peru (.com.pe), El Salvador (.com.sv), Nicaragua (.com.ni), Guatemala (.com.gt), Panama (.com.pa), and the global platform (.com)
  • Comprehensive Data Extraction: Captures 30+ different data fields per business including identification, temporal metadata, content, status, and engagement metrics
  • Scalable Processing: Handles multiple URLs with configurable limits (up to 20 items per URL) for efficient batch processing
  • Residential Proxy Support: Includes built-in proxy rotation with country-specific targeting to avoid detection and ensure consistent data collection across different geographic markets
  • Robust Error Handling: Features automatic retry functionality and URL failure tolerance for reliable data harvesting even with problematic listings

Target Users:

  • International sales teams building cross-border prospect databases
  • Market researchers analyzing Latin American business landscapes
  • Business development professionals identifying regional partnership opportunities
  • Marketing agencies creating geo-targeted campaign lists across multiple countries
  • Investment analysts researching company portfolios and market penetration
  • Trade organizations mapping industry distribution across Latin America

Input and Output Details

Example url 1: https://www.paginasamarillas.com.ar/fichas/frigorifico-laragon-sa_17040349

Example url 2: https://www.amarillas.cl/fichas/yin-hua_CL27281

Example url 3: https://www.paginasamarillas.com.co/empresas/industrial-de-muebles-herrera/bogota-dc-16147936?ad=80297593

Example Screenshot of bussiness information page:

Input Format

The scraper accepts JSON configuration with proxy settings, processing limits, and target URLs. Below is the complete input structure with explanations:

{
"proxy": {
"useApifyProxy": true,
"apifyProxyGroups": ["RESIDENTIAL"],
"apifyProxyCountry": "AR"
},
"max_items_per_url": 20,
"ignore_url_failures": true,
"urls": [
"https://www.paginasamarillas.com.ar/fichas/frigorifico-laragon-sa_17040349",
"https://www.amarillas.cl/fichas/yin-hua_CL27281",
"https://www.paginasamarillas.com.co/empresas/industrial-de-muebles-herrera/bogota-dc-16147936?ad=80297593"
]
}

Input Parameters Explained:

  • proxy.useApifyProxy: Enable residential proxy rotation to avoid bot detection
  • proxy.apifyProxyGroups: Specify "RESIDENTIAL" for reliable access to business directories
  • proxy.apifyProxyCountry: Match the country code to your target market (AR for Argentina, CL for Chile, CO for Colombia, etc.) for optimal performance
  • max_items_per_url: Set the maximum number of business records to extract per URL (recommended: 10-20 for balance between speed and reliability)
  • ignore_url_failures: Continue processing even if individual URLs fail (recommended: true for batch operations)
  • urls: Array of direct links to business detail pages from any Paginasamarillas country platform

Supported Country Platforms:

Output Format

The scraper returns structured JSON data with comprehensive business information. Below is the complete output structure with detailed field explanations:

[
{
"account_id": "22810409",
"all_addresses": [
{
"index_branch": 0,
"branch_id": "11689205",
"address_name": null,
"address_priority": null,
"address_locality": "Buenos Aires|Salto",
"address_state_id": null,
"address_city_id": "145092",
"address_access": null,
"street_name": "RP191 94",
"street_number": null,
"floor": null,
"departament": null,
"main_address_name": "Principal",
"latitude": "-34.310176",
"longitude": "-60.22877",
"locality_to_show": "Salto - Buenos Aires",
"locality_for_s_e_o": "Salto",
"access": "",
"phones": [],
"phone_has_free_call": [],
"phones_uses": [],
"phone_extensions": [],
"all_phones": [
{
"number": "+5492215601862",
"phone_to_show": "(0221) 15 - 560 - 1862",
"free_call_number": "+5492215601862",
"ddi": "54",
"ddn": "0221",
"tel": "15 - 560 - 1862",
"has_free_call": false,
"description": "Consultas",
"extension": "",
"mobile_format_to_show": false
}
],
"all_phones_list": [
{
"number": "+5492215601862",
"phone_to_show": "(0221) 15 - 560 - 1862",
"free_call_number": "+5492215601862",
"ddi": "54",
"ddn": "0221",
"tel": "15 - 560 - 1862",
"has_free_call": false,
"description": "Consultas",
"extension": "",
"mobile_format_to_show": false
}
],
"localidad": "Salto"
}
],
"all_phones_list": [
{
"number": "+5492215601862",
"phone_to_show": "(0221) 15 - 560 - 1862",
"free_call_number": "+5492215601862",
"ddi": "54",
"ddn": "0221",
"tel": "15 - 560 - 1862",
"has_free_call": false,
"description": "Consultas",
"extension": "",
"mobile_format_to_show": false
}
],
"client_id": "22810409",
"contact_form_is_open": false,
"contact_map": {
"g_m_b": [
"https://www.google.com/search?q=Frigor%C3%ADfico+Laragon+S.A.&stick=H4sIAAAAAAAA_-NgU1I1qLA0TbI0NE5KMjEB0klm5lYGFcapppaWlhYmqanJRikWieaLWCXdijLT84sOr03LTM5X8EksSkzPz1MI1nPUAwA28jyqRQAAAA&hl=es&mat=CQmc9HH4oD-LElcB8pgkaLvsLYqIZg88j-A53TIM8McXwcAX1TORnTomWj_k4mJ8BtyUYmKciKWKqUVpfiKGOCY2qmDzPRmBAKa-JAFwW9pSue5aI7TVEMM9ZPPuG_LsTK4&authuser=0"
],
"w_e_b": [
"http://www.frigorificolaragon.com"
],
"w_h_a_t_s_a_p_p": [
"https://wa.me/5492215601862"
]
},
"emails": [
"laragonsa20@gmail.com"
],
"has_address": true,
"has_chat": true,
"has_email": true,
"id": "17040349",
"imagenes": [
{
"src": "https://www.paginasamarillas.com.ar/imagenes/pipe/AVI17040/17040349/22810409uno.jpg",
"thumbnail_src": "https://www.paginasamarillas.com.ar/imagenes/pipe/AVI17040/17040349/22810409uno.jpg",
"src_base64": "https://www.paginasamarillas.com.ar/imagenes/pipe/AVI17040/17040349/22810409uno.jpg",
"type": "image/jpeg",
"description": "166",
"position": 2
},
{
"src": "https://www.paginasamarillas.com.ar/imagenes/pipe/AVI17040/17040349/22810409dos.jpg",
"thumbnail_src": "https://www.paginasamarillas.com.ar/imagenes/pipe/AVI17040/17040349/22810409dos.jpg",
"src_base64": "https://www.paginasamarillas.com.ar/imagenes/pipe/AVI17040/17040349/22810409dos.jpg",
"type": "image/jpeg",
"description": "166",
"position": 3
},
{
"src": "https://www.paginasamarillas.com.ar/imagenes/pipe/AVI17040/17040349/22810409tres.jpg",
"thumbnail_src": "https://www.paginasamarillas.com.ar/imagenes/pipe/AVI17040/17040349/22810409tres.jpg",
"src_base64": "https://www.paginasamarillas.com.ar/imagenes/pipe/AVI17040/17040349/22810409tres.jpg",
"type": "image/jpeg",
"description": "166",
"position": 4
},
{
"src": "https://www.paginasamarillas.com.ar/imagenes/pipe/AVI17040/17040349/22810409cuatro.jpg",
"thumbnail_src": "https://www.paginasamarillas.com.ar/imagenes/pipe/AVI17040/17040349/22810409cuatro.jpg",
"src_base64": "https://www.paginasamarillas.com.ar/imagenes/pipe/AVI17040/17040349/22810409cuatro.jpg",
"type": "image/jpeg",
"description": "166",
"position": 5
}
],
"info_empresa": null,
"info_line": "MATANZA-SACRIFICIO DE GANADO O FAENA ES EL ACTO DE MATAR EL GANADO PARA EL CONSUMO HUMANO-HABITUALMENTE LLEVADA A CABO EN INSTALACIONES ESPECÍFICAS",
"list_keywords": [
"Productores De Frio Industrial",
"Cebo Industrial",
"Carnes De Cerdo",
"Ventas De Media Res En Gancho",
"Servicios De Faena A Terceros",
"Chivitos",
"Carnes Vacunas",
"Carnes De Cordero",
"Terneros"
],
"listing_id": "17040349",
"logo_url": "https://www.paginasamarillas.com.ar/imagenes/pipe/AVI17040/17040349/22810409logo.jpg",
"main_address": {
"index_branch": 0,
"branch_id": "11689205",
"address_name": null,
"address_priority": null,
"address_locality": "Buenos Aires|Salto",
"address_state_id": null,
"address_city_id": "145092",
"address_access": null,
"street_name": "RP191 94",
"street_number": null,
"floor": null,
"departament": null,
"main_address_name": "Principal",
"latitude": "-34.310176",
"longitude": "-60.22877",
"locality_to_show": "Salto - Buenos Aires",
"locality_for_s_e_o": "Salto",
"access": "",
"phones": [],
"phone_has_free_call": [],
"phones_uses": [],
"phone_extensions": [],
"all_phones": [
{
"number": "+5492215601862",
"phone_to_show": "(0221) 15 - 560 - 1862",
"free_call_number": "+5492215601862",
"ddi": "54",
"ddn": "0221",
"tel": "15 - 560 - 1862",
"has_free_call": false,
"description": "Consultas",
"extension": "",
"mobile_format_to_show": false
}
],
"all_phones_list": [
{
"number": "+5492215601862",
"phone_to_show": "(0221) 15 - 560 - 1862",
"free_call_number": "+5492215601862",
"ddi": "54",
"ddn": "0221",
"tel": "15 - 560 - 1862",
"has_free_call": false,
"description": "Consultas",
"extension": "",
"mobile_format_to_show": false
}
],
"localidad": "Salto"
},
"main_phone": {
"number": "+5492215601862",
"phone_to_show": "(0221) 15 - 560 - 1862",
"free_call_number": "+5492215601862",
"ddi": "54",
"ddn": "0221",
"tel": "15 - 560 - 1862",
"has_free_call": false,
"description": "Consultas",
"extension": "",
"mobile_format_to_show": false
},
"metas": {
"description": "Contacta con Frigorífico Laragon S.A. en Salto. Consulta toda la información que necesitas en Páginas Amarillas de Argentina",
"keywords": "Productores De Frio Industrial,Cebo Industrial,Carnes De Cerdo,Ventas De Media Res En Gancho,Servicios De Faena A Terceros,Chivitos,Carnes Vacunas,Carnes De Cordero,Terneros",
"title": "Frigorífico Laragon S.A. en Salto - Teléfono y Dirección | Páginas Amarillas"
},
"name": "Frigorífico Laragon S.A.",
"navigation": {
"has_about": true,
"has_contact": true,
"has_services": false,
"has_store": false
},
"opening_hours": [
{
"day_name": "Lunes",
"day_of_week": 1,
"is24_hours": false,
"operation_hours": [
{
"opening_hour": "08:00",
"closing_hour": "17:00"
}
]
},
{
"day_name": "Martes",
"day_of_week": 2,
"is24_hours": false,
"operation_hours": [
{
"opening_hour": "08:00",
"closing_hour": "17:00"
}
]
},
{
"day_name": "Miércoles",
"day_of_week": 3,
"is24_hours": false,
"operation_hours": [
{
"opening_hour": "08:00",
"closing_hour": "17:00"
}
]
},
{
"day_name": "Jueves",
"day_of_week": 4,
"is24_hours": false,
"operation_hours": [
{
"opening_hour": "08:00",
"closing_hour": "17:00"
}
]
},
{
"day_name": "Viernes",
"day_of_week": 5,
"is24_hours": false,
"operation_hours": [
{
"opening_hour": "08:00",
"closing_hour": "17:00"
}
]
},
{
"day_name": "Sábado",
"day_of_week": 6,
"is24_hours": false,
"operation_hours": []
},
{
"day_name": "Domingo",
"day_of_week": 7,
"is24_hours": false,
"operation_hours": []
}
],
"page": 3,
"phones_modal_is_open": false,
"product_type": "LINFOT",
"products_services": [],
"rating": null,
"reviews": {
"comments": "",
"rating": 0
},
"reviews_authors": "",
"services": [],
"show_address": true,
"slogan": "50 años de experiencia como frigorífico vacuno.",
"theme": {
"colors": {
"primary": "#333",
"secondary": "#F7BE33",
"text_color": ""
},
"images": {
"bg_about": "https://www.paginasamarillas.com.ar/imagenes/pipe/AVI17040/17040349/22810409dos.jpg",
"bg_contact": "https://www.paginasamarillas.com.ar/imagenes/pipe/AVI17040/17040349/22810409dos.jpg",
"bg_featured": "https://www.paginasamarillas.com.ar/imagenes/pipe/AVI17040/17040349/22810409uno.jpg",
"bg_services": "https://www.paginasamarillas.com.ar/imagenes/pipe/AVI17040/17040349/22810409dos.jpg",
"bg_store": null,
"extras": null
},
"template": "default"
},
"videos": [],
"has_pdc_saas": false,
"pdc_saas_id": "",
"canonical_url": "/fichas/frigorifico-laragon-sa_17040349"
}
]

Output Fields Explained:

Core Identification Data:

  • id: Unique business identifier within Paginasamarillas database - essential for tracking, deduplication, and cross-referencing records across different data sources
  • title: Official business name as registered - use for company recognition, database indexing, and display in reports or CRM systems
  • slug: URL-friendly version of business name - useful for web integrations, creating custom links, and SEO-friendly database queries
  • url: Direct link to the business's Paginasamarillas profile page - enables verification of scraped data and provides a reference point for manual review

Temporal Metadata:

  • creation_date: When the business listing was first created in the directory - indicates how long the business has maintained an online presence
  • update_date: Most recent modification timestamp - critical for data freshness validation and determining if information needs re-scraping
  • start_date: When the business listing became active - useful for analyzing business lifecycle and market entry timing
  • activation_date: When the listing was officially activated for public viewing - helps understand listing approval processes
  • posted_date: Initial publication timestamp - aids in chronological analysis of business entries
  • expiry_date: When the listing expires (if applicable) - important for identifying time-limited promotions or temporary businesses

Engagement & Performance Metrics:

  • position_count: Number of business locations or positions advertised - indicates company size and geographic reach
  • view_count: Total profile views - measures business visibility and online interest, useful for popularity ranking and market demand analysis
  • duration: Listing duration status (e.g., "indefinite", "6_months") - helps categorize permanent vs. temporary businesses

Content & Description:

  • description: Comprehensive business description - provides insights into services, products, company values, and unique selling propositions for competitive analysis
  • sanitized_description: Cleaned version of description without HTML or special characters - ready for text analysis, sentiment analysis, or machine learning applications
  • sanitized_requirements: Cleaned business requirements or contact instructions - useful for understanding how to engage with the business

Contact & Application Data:

  • application_url: Direct link to business contact page or application form - enables automated outreach or integration with sales automation tools
  • application_method: How to contact the business (e.g., "external_url", "email", "phone") - helps segment businesses by preferred contact channel
  • application_emails: Array of contact email addresses - critical for email marketing campaigns, lead nurturing, and direct outreach
  • application_restrict_matching_only: Whether contact is restricted to specific criteria - indicates selectivity in customer acquisition

Business Status Indicators:

  • status: Current listing status (e.g., "active", "inactive", "pending") - essential for filtering valid businesses and excluding closed or inactive listings
  • vip: Premium listing indicator - identifies businesses investing more in online presence, potentially indicating financial stability
  • external: Whether business is externally managed - useful for understanding listing authority and data reliability

Special Listing Types:

  • career_page_offer: Business offers career opportunities - valuable for job market analysis and B2B recruitment services
  • boosted_career_page_offer: Enhanced career listing - indicates businesses actively hiring and investing in recruitment
  • alumni_offer: Special offers for alumni - helps identify businesses with educational institution partnerships
  • guest_offer: Guest or promotional offers available - useful for identifying businesses running special promotions
  • free_targeted_offer: Free targeted promotional listing - indicates businesses using promotional strategies

Audience & Requirements:

  • allow_students: Whether business caters to students - helps segment businesses by target audience
  • allow_professionals: Whether business serves professionals - useful for B2B market segmentation
  • restrict_to_swiss_students_only: Geographic or demographic restrictions (note: this field may vary by country) - indicates specific targeting strategies
  • language_requirements: Primary languages required for business interaction - critical for multilingual market analysis
  • additional_languages: Secondary languages supported - helps identify businesses serving diverse communities
  • language: Primary listing language code (e.g., "es", "pt") - useful for language-based market segmentation

Visual Assets:

  • logo: Link to business logo image - essential for brand recognition in reports, presentations, and CRM systems
  • avatar: Link to profile avatar/thumbnail - useful for compact displays and quick visual identification
  • cover: Link to cover image - provides visual context for business presentations and marketing materials
  • cover_public_path: Relative path to cover image - useful for custom image hosting or local storage integration

Company Details:

  • company: Official company name (may differ from title) - important for legal verification and formal documentation
  • owner: Business owner name when available - valuable for personalized outreach and decision-maker identification
  • displayed_location: Geographic location as displayed - critical for location-based analysis, territory mapping, and logistics planning

Categorization & Classification:

  • targeted_schools: Educational institutions associated with the business (when applicable) - helps identify B2B educational partnerships
  • types: Array of business type classifications (e.g., "retail", "wholesale", "services") - essential for industry segmentation and competitive analysis
  • departments: Internal departments or service areas - provides insights into company structure and specializations

Usage Guide

Step 1: Country and Market Selection

Identify your target Latin American markets and navigate to the corresponding Paginasamarillas platform. Each country has its own domain:

Use the search functionality on each platform to find businesses in your target industry or location. Copy the full URLs of individual business detail pages that match your criteria.

Step 2: Configuration Setup

Configure your input parameters based on your data collection needs:

  • Set apifyProxyCountry to match your target market (e.g., "AR" for Argentina, "CL" for Chile, "CO" for Colombia)
  • For initial test runs, set max_items_per_url conservatively (5-10 items) to evaluate performance
  • Always use "RESIDENTIAL" proxy groups for reliable access to business directories
  • Enable ignore_url_failures: true for batch operations to ensure complete data collection even if some URLs fail
  • Organize URLs by country for easier data management and analysis

Step 3: Execution and Monitoring

Launch the scraper and monitor progress through provided logs. The tool automatically handles:

  • Proxy rotation to avoid detection
  • Retry attempts for failed requests
  • Data normalization across different country platforms

Typical processing time: 2-4 seconds per business record depending on data complexity and network conditions.

Step 4: Data Validation and Processing

After extraction, validate the data quality:

  • Check status field to filter active businesses
  • Verify update_date for data freshness
  • Cross-reference company and title fields for consistency
  • Validate contact information (application_emails, application_url)

Best Practices:

  • Geographic Segmentation: Process one country at a time for cleaner data organization and easier market-specific analysis
  • Proxy Matching: Always match proxy country to target platform country for optimal performance and reduced blocking
  • Batch Processing: Start with 50-100 URLs per run to understand processing time and data quality before scaling
  • Data Freshness: Prioritize businesses with recent update_date values for current information
  • Contact Validation: Verify email addresses and URLs before using in outreach campaigns to maintain sender reputation
  • Rate Limiting: Implement delays between large scraping sessions (wait 1-2 hours between batches of 500+ URLs)
  • Error Monitoring: Review failed URLs and retry with adjusted parameters if patterns emerge

Common Error Resolution:

  • Timeout errors: Reduce max_items_per_url to 10 or increase max_retries_per_url in configuration
  • Blocked requests: Switch proxy country or reduce scraping frequency; consider processing during off-peak hours
  • Missing data fields: Some businesses maintain incomplete profiles; filter by view_count or vip status for higher-quality listings
  • Cross-country inconsistencies: Data structure may vary slightly between country platforms; validate field availability per country
  • Language encoding issues: Ensure proper UTF-8 encoding handling for Spanish characters (á, é, í, ó, ú, ñ, ü)

Benefits and Applications

Time Efficiency

Transform days of manual cross-border research into hours of automated data collection. A typical market researcher can process 2,000+ business records across multiple Latin American countries in the time previously needed for 100 manual entries. This scalability becomes particularly valuable when conducting regional market analysis or building comprehensive multi-country prospect databases.

Practical Applications:

  • Regional Lead Generation: Build targeted prospect lists with complete contact information spanning multiple Latin American markets for international sales campaigns
  • Cross-Border Market Analysis: Analyze competitor landscapes, industry distribution, and market penetration across different countries to identify expansion opportunities
  • Partnership Development: Identify potential business partners, distributors, or suppliers based on company size, location, industry classification, and operational status
  • Investment Research: Evaluate market opportunities, company ecosystems, and competitive dynamics within specific industries across Latin America
  • Competitive Intelligence: Monitor competitor presence, pricing strategies, and market positioning across different geographic markets
  • Territory Planning: Map business density, industry clusters, and market gaps to optimize sales territory allocation and resource deployment
  • Localization Strategy: Analyze language requirements, cultural preferences, and regional business practices through aggregated listing data
  • Recruitment Analytics: Identify companies actively hiring (career_page_offer) for talent acquisition or B2B recruitment services

Business Value

Clean, structured, multi-country data enables more effective international sales outreach, accurate regional market sizing, and informed business expansion decisions. The comprehensive temporal metadata (creation_date, update_date) proves particularly valuable for understanding market maturity, while engagement metrics (view_count, vip status) help prioritize high-potential prospects. The multi-country coverage eliminates the need for separate scraping solutions for each Latin American market, providing a unified approach to regional business intelligence.

Conclusion

The Paginasamarillas Business Details Scraper provides essential multi-country business intelligence automation for modern international sales, marketing, and research teams targeting Latin American markets. By extracting comprehensive business data including identification, temporal metadata, contact details, status indicators, and engagement metrics across 10 distinct country platforms, this tool transforms manual research processes into scalable, regional data operations.

The scraper's ability to handle multiple Latin American markets through a single unified solution makes it particularly valuable for companies expanding internationally or conducting cross-border market analysis. With support for Argentina, Chile, Colombia, Ecuador, Peru, and five additional countries, you gain complete visibility into the Latin American business landscape without the complexity of managing multiple data collection tools.

Ready to accelerate your Latin American market research and regional lead generation? Start building your comprehensive cross-border business database with automated Paginasamarillas data extraction today.

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Your feedback

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