Anyphone Scraper (Anyphone - Mobile Phone Numbers)

The Anyphone Scraper finds publicly accessible mobile phone numbers for leads by scouring the web and validating through multiple sources. Designed for lead generation and contact enrichment workflows, it helps you build contact lists with phone numbers for leads based on name, email or LinkedIn profile data.

     

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Introduction

Anyphone uses AI-orchestrated web scraping to search public sources for phone numbers associated with provided leads. It merges results across sources, validates numbers, and returns a structured dataset — letting you skip manual, time-consuming searches and focus on outreach, CRM enrichment or lead analysis.

Why It’s Useful

• Automatically finds phone numbers for leads (name, email, LinkedIn URL).
• Works across multiple public sources for better coverage and validation.
• Saves time compared to manual lookup or guesswork.
• Outputs structured contact data ready for CRM import or analytics.

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Features

Feature	Description
Multi-Source Search	Scours public web sources to locate available mobile numbers.
AI-Driven Matching & Validation	Uses AI orchestration and heuristics to improve match accuracy and detect mobile lines.
Lead-Based Input Handling	Accepts leads with name, email, and/or LinkedIn URL; works with CSV upload or JSON input.
Contact Data Output	Returns phone numbers, their confidence score, source list and marks primary number.
Region & Proxy Support	Supports regional phone-format validation and optional proxy configuration for scraping.
API & SDK Access	Can be used through CLI, HTTP API, or via Apify client libraries (Python/JS).

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What Data This Scraper Extracts

Field Name	Field Description
name	Lead’s full name.
email	Lead’s email address (if provided).
linkedin_url	Lead’s LinkedIn profile URL (if provided).
phone_numbers	Array of found phone numbers with metadata (number, confidence, source, is_mobile flag).
primary_number	The best-matched phone number (if found).
confidence	Confidence score of the match (e.g. 0.85) indicating reliability.
sources	List of sources where the number was found (e.g. “linkedin”, “google_search”).

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Example Output

[
  {
    "name": "John Doe",
    "email": "john@example.com",
    "linkedin_url": "https://www.linkedin.com/in/johndoe",
    "phone_numbers": [
      {
        "number": "+15551234567",
        "confidence": 0.85,
        "sources": ["linkedin", "google_search"],
        "is_mobile": true
      }
    ],
    "primary_number": "+15551234567",
    "confidence": 0.85,
    "sources": ["linkedin", "google_search"]
  }
]

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Directory Structure Tree

anyphone-scraper/
├── src/
│   ├── main.js
│   ├── search_engine/
│   │   ├── scraper.js
│   │   ├── validator.js
│   │   └── ai_matcher.js
│   ├── utils/
│   │   ├── proxy_config.js
│   │   ├── phone_formatter.js
│   │   └── logger.js
│   ├── config/
│   │   └── input_schema.json
├── package.json
└── README.md

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Use Cases

• Sales/BD teams enrich lead lists with valid phone numbers for outreach.
• Recruiters/Staffing agencies discover contact numbers for candidate databases.
• Marketing teams build contact-rich lists for campaigns.
• Freelancers / Agencies enhancing CRM records for clients with verified contact info.
• Data-driven tools automating contact enrichment workflows for lead generation.

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FAQs

What inputs are supported?
Name + email + LinkedIn profile URL. CSV upload also supported.

Does it only find mobile phone numbers?
It attempts to find mobile phone numbers and marks is_mobile: true when possible; quality depends on public availability.

Is data collection ethical and compliant?
Yes — only publicly available data is used; tool advises compliance with GDPR, CCPA and site terms. :contentReference[oaicite:0]{index=0}

What is the confidence score?
A heuristic score indicating how likely the matched phone number corresponds to the lead; used to pick a primary number.

Which formats does output come in?
JSON by default, but usable via Apify API; export into CSV/Excel possible via downstream processing.

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Performance Benchmarks and Results

Primary Metric:
About 30–60 seconds per lead search (varies by depth and number of sources). :contentReference[oaicite:1]{index=1}

Reliability Metric:
Claims ≥85% validity for returned mobile numbers. :contentReference[oaicite:2]{index=2}

Coverage Metric:
Targets ≥70% of leads to get at least one phone number (if publicly available). :contentReference[oaicite:3]{index=3}

Quality Metric:
Provides structured phone number data with metadata — ready for CRM/lead-gen workflows with minimal cleanup.

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