# Phone number enrichment from Linkedin profile URL 80% coverage (`weighty_marshmallow/phone-number-enrichment-from-linkedin-profile-url-80-coverage`) Actor Actor that enriches LinkedIn profile URLs with Phone Numbers and charges only on successful phone hits. - **URL**: https://apify.com/weighty\_marshmallow/phone-number-enrichment-from-linkedin-profile-url-80-coverage.md - **Developed by:** [JB](https://apify.com/weighty_marshmallow) (community) - **Categories:** Lead generation, AI, Agents - **Stats:** 11 total users, 6 monthly users, 100.0% runs succeeded, 3 bookmarks - **User rating**: 5.00 out of 5 stars ## Pricing from $220.00 / 1,000 per success results This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events. Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event ## What's an Apify Actor? Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases. In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours, and optionally produces a well-defined JSON output, datasets with results, or files in key-value store. In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server. Actors are written with capital "A". ## How to integrate an Actor? If asked about integration, you help developers integrate Actors into their projects. You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready. The best way to integrate Actors is as follows. In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md): ```bash npm install apify-client ``` In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md): ```bash pip install apify-client ``` In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md): ````bash # MacOS / Linux curl -fsSL https://apify.com/install-cli.sh | bash # Windows irm https://apify.com/install-cli.ps1 | iex ```bash In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md). If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md). For usage examples, see the [API](#api) section below. For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt). # README ## LinkedIn Profile → Phone Number Enrichment Get a **phone number** from any LinkedIn profile URL. This Actor runs a **multi-source enrichment pipeline** behind the scenes: when a usable number is found for a profile, you get it in your results. **No match? You pay nothing** for that profile. ### Why this Actor Most LinkedIn-to-phone tools depend on a single data path—when it misses, you get nothing. This Actor is built for **higher coverage on hard profiles** by combining enrichment logic with **safe parallel batching**, so you can process prospect lists at scale without babysitting one-off lookups. - **Pay only on success** — billing applies when a phone is **found**; misses are not charged - **Single + batch mode** — one profile or up to **1,000** URLs per run - **Dry run** — test your workflow with **mock results**, no live enrichment and **no charges** - **B2B-ready** — clean tabular output in the dataset; export to **CSV, JSON, Excel, or XML** ### Input | Field | Type | Description | |---|---|---| | `linkedin_urls` | array | LinkedIn profile URLs (`/in/...`), max **1,000** per run | | `concurrency` | int | Parallel processing (default **10**, max **25**) | | `dryRun` | bool | Test mode — mock hits, **no** live calls and **no** charges | Provide at least one valid LinkedIn **profile** URL in `linkedin_urls`. #### Example input ```json { "linkedin_urls": [ "https://www.linkedin.com/in/jane-doe", "https://www.linkedin.com/in/john-smith" ], "concurrency": 10 } ```` ### Output Results appear in the **Output** tab as a table (default **dataset**), and can be exported to **CSV, JSON, Excel, or XML**. | Field | Description | |---|---| | `linkedin_url` | The LinkedIn profile URL you submitted | | `phone` | The enriched phone when found, otherwise `null` | | `status` | `hit` = number found; `miss` = no usable number; in edge cases you may see `payment_required` (budget) or `api_error` (temporary failure) | | `found` | `true` if a phone was detected for this row | | `charged` | Whether this successful hit was billed on your run | Each row may also include fields such as `chargeReason`, `priceUsd`, `providerStatus`, `error`, and `requestId` for transparency and support. #### Example output (match) ```json { "linkedin_url": "https://www.linkedin.com/in/jane-doe", "phone": "+33612345678", "status": "hit", "found": true, "charged": true } ``` #### Example output (no match) ```json { "linkedin_url": "https://www.linkedin.com/in/john-smith", "phone": null, "status": "miss", "found": false, "charged": false } ``` ### Pricing This Actor uses **pay-per-event**: you are charged **only when a phone number is successfully found** for a profile. **From $0.22 per phone number found** (USD, store pricing may vary by plan tier.) ### Use cases - **Sales & lead gen** — turn LinkedIn prospect lists into actionable outreach data - **Recruiting** — reach passive candidates beyond LinkedIn InMail, where legally appropriate - **CRM enrichment** — append phone numbers to LinkedIn-sourced contacts - **Account-based marketing** — enrich target-account decision-makers in batch ### Integrations Works with all standard Apify integrations: **Make**, **Zapier**, **n8n**, **webhooks**, and the **Apify API**. Trigger from a CRM update, a Google Sheet row, or any HTTP client. ### Notes on usage - **B2B usage only.** This Actor is intended for legitimate business purposes—sales prospecting, recruiting, CRM hygiene. Comply with **GDPR**, local telemarketing rules (in France: **Bloctel** for B2C), and your jurisdiction’s data protection laws. - **No harassment or unlawful tracking.** Do not use this for stalking or non-consensual personal investigation. - **Very large runs.** If you push concurrency high, respect rate limits; if a run stops early on an enormous list, check logs and lower concurrency before retrying. ### Support Found a bug or have a feature request? Open an issue on this Actor’s **Issues** tab on Apify — I respond within **48h**. # Actor input Schema ## `linkedin_urls` (type: `array`): Enter one or multiple LinkedIn profile URLs (max 1000). Each item must look like: https://linkedin.com/in/johndoe ## `concurrency` (type: `integer`): Maximum number of parallel API calls. ## `dryRun` (type: `boolean`): When enabled, skips upstream API calls and billing charges. ## Actor input object example ```json { "linkedin_urls": [ "https://linkedin.com/in/johndoe" ], "concurrency": 10, "dryRun": false } ``` # API You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup. ## JavaScript example ```javascript import { ApifyClient } from 'apify-client'; // Initialize the ApifyClient with your Apify API token // Replace the '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = { "linkedin_urls": [ "https://linkedin.com/in/johndoe" ] }; // Run the Actor and wait for it to finish const run = await client.actor("weighty_marshmallow/phone-number-enrichment-from-linkedin-profile-url-80-coverage").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`); const { items } = await client.dataset(run.defaultDatasetId).listItems(); items.forEach((item) => { console.dir(item); }); // 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs ``` ## Python example ```python from apify_client import ApifyClient # Initialize the ApifyClient with your Apify API token # Replace '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = { "linkedin_urls": ["https://linkedin.com/in/johndoe"] } # Run the Actor and wait for it to finish run = client.actor("weighty_marshmallow/phone-number-enrichment-from-linkedin-profile-url-80-coverage").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"]) for item in client.dataset(run["defaultDatasetId"]).iterate_items(): print(item) # 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{ "linkedin_urls": [ "https://linkedin.com/in/johndoe" ] }' | apify call weighty_marshmallow/phone-number-enrichment-from-linkedin-profile-url-80-coverage --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=weighty_marshmallow/phone-number-enrichment-from-linkedin-profile-url-80-coverage", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Phone number enrichment from Linkedin profile URL 80% coverage", "description": "Actor that enriches LinkedIn profile URLs with Phone Numbers and charges only on successful phone hits.", "version": "0.1", "x-build-id": "6tfVar6OiI9g52l2E" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/weighty_marshmallow~phone-number-enrichment-from-linkedin-profile-url-80-coverage/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-weighty_marshmallow-phone-number-enrichment-from-linkedin-profile-url-80-coverage", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/weighty_marshmallow~phone-number-enrichment-from-linkedin-profile-url-80-coverage/runs": { "post": { "operationId": "runs-sync-weighty_marshmallow-phone-number-enrichment-from-linkedin-profile-url-80-coverage", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/weighty_marshmallow~phone-number-enrichment-from-linkedin-profile-url-80-coverage/run-sync": { "post": { "operationId": "run-sync-weighty_marshmallow-phone-number-enrichment-from-linkedin-profile-url-80-coverage", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } } }, "components": { "schemas": { "inputSchema": { "type": "object", "required": [ "linkedin_urls" ], "properties": { "linkedin_urls": { "title": "LinkedIn URLs", "maxItems": 1000, "type": "array", "description": "Enter one or multiple LinkedIn profile URLs (max 1000). Each item must look like: https://linkedin.com/in/johndoe", "items": { "type": "string" }, "default": [ "https://linkedin.com/in/johndoe" ] }, "concurrency": { "title": "Concurrency", "minimum": 1, "maximum": 25, "type": "integer", "description": "Maximum number of parallel API calls.", "default": 10 }, "dryRun": { "title": "Dry run", "type": "boolean", "description": "When enabled, skips upstream API calls and billing charges.", "default": false } } }, "runsResponseSchema": { "type": "object", "properties": { "data": { "type": "object", "properties": { "id": { "type": "string" }, "actId": { "type": "string" }, "userId": { "type": "string" }, "startedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "finishedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "status": { "type": "string", "example": "READY" }, "meta": { "type": "object", "properties": { "origin": { "type": "string", "example": "API" }, "userAgent": { "type": "string" } } }, "stats": { "type": "object", "properties": { "inputBodyLen": { "type": "integer", "example": 2000 }, "rebootCount": { "type": "integer", "example": 0 }, "restartCount": { "type": "integer", "example": 0 }, "resurrectCount": { "type": "integer", "example": 0 }, "computeUnits": { "type": "integer", "example": 0 } } }, "options": { "type": "object", "properties": { "build": { "type": "string", "example": "latest" }, "timeoutSecs": { "type": "integer", "example": 300 }, "memoryMbytes": { "type": "integer", "example": 1024 }, "diskMbytes": { "type": "integer", "example": 2048 } } }, "buildId": { "type": "string" }, "defaultKeyValueStoreId": { "type": "string" }, "defaultDatasetId": { "type": "string" }, "defaultRequestQueueId": { "type": "string" }, "buildNumber": { "type": "string", "example": "1.0.0" }, "containerUrl": { "type": "string" }, "usage": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "integer", "example": 1 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } }, "usageTotalUsd": { "type": "number", "example": 0.00005 }, "usageUsd": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "number", "example": 0.00005 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } } } } } } } } } ```