# Yellow Pages India Scraper (`codingfrontend/yellowpages-india-scraper`) Actor Extracts Indian business directory listings, categories, company profiles, phone numbers, addresses, and ratings from YellowPages India (yellowpages.in). - **URL**: https://apify.com/codingfrontend/yellowpages-india-scraper.md - **Developed by:** [codingfrontend](https://apify.com/codingfrontend) (community) - **Categories:** Developer tools, Automation, Lead generation - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing from $4.99 / 1,000 results This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage. 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 ## Yellow Pages India Scraper Extract Indian business directory listings from [Yellow Pages India](https://www.yellowpages.in) — India's comprehensive business directory. ### Features - **Search Mode**: Search by keyword and city - **Category Mode**: Browse entire category listings - **Business URL Mode**: Scrape full details from specific business pages - **Deep Search**: Full profile with contact details, services, products, hours, photos, reviews, map coordinates - **Pagination**: Automatically iterates through multiple pages ### Input ```json { "mode": "search", "searchQuery": "restaurants", "city": "Mumbai", "maxItems": 50, "maxPages": 5, "deepSearch": false, "proxyConfiguration": { "useApifyProxy": true } } ```` #### Parameters | Parameter | Type | Default | Description | |-----------|------|---------|-------------| | `mode` | `string` | `search` | `search`, `category`, or `businessUrl` | | `searchQuery` | `string` | `restaurants` | Search keyword | | `city` | `string` | `Mumbai` | Target city | | `category` | `string` | `restaurants` | Category slug (for category mode) | | `businessUrls` | `array` | `[]` | Direct business page URLs | | `maxItems` | `integer` | `50` | Max businesses to scrape | | `maxPages` | `integer` | `5` | Max listing pages | | `deepSearch` | `boolean` | `false` | Full profile scraping | | `proxyConfiguration` | `object` | — | Proxy settings | ### Output | Field | Description | |-------|-------------| | `businessName` | Business name | | `url` | Yellow Pages India profile URL | | `category` | Business category | | `city` | City | | `area` | Locality/area | | `state` | State | | `address` | Full address | | `pincode` | PIN code | | `phone` | Primary phone | | `mobile` | Mobile number | | `email` | Email address | | `website` | Business website | | `rating` | Star rating | | `reviewCount` | Number of reviews | | `yearEstablished` | Year established | | `employeeCount` | Employees (deep search) | | `businessType` | Business type | | `description` | Business description | | `services` | Services offered | | `products` | Products listed | | `brands` | Brand names handled | | `openingHours` | Working hours (deep search) | | `mapCoordinates` | Lat/Lng (deep search) | | `photos` | Gallery images (deep search) | | `reviews` | Customer reviews (deep search) | | `socialLinks` | Social media links (deep search) | | `tags` | Keywords/tags | | `verified` | Verified badge | | `premiumListing` | Premium listing status | # Actor input Schema ## `mode` (type: `string`): Scraping mode: 'search' for keyword+city search, 'category' for category browsing, 'businessUrl' for direct business URLs. ## `searchQuery` (type: `string`): Search keyword (e.g., 'restaurants', 'hospitals', 'software companies', 'manufacturers'). ## `city` (type: `string`): City name (e.g., 'Mumbai', 'Delhi', 'Bangalore', 'Chennai', 'Hyderabad'). Leave blank for all India. ## `category` (type: `string`): Yellow Pages category slug (e.g., 'restaurants', 'hospitals', 'hotels', 'educational-institutions'). ## `businessUrls` (type: `array`): Direct Yellow Pages India business URLs to scrape. ## `maxItems` (type: `integer`): Maximum number of businesses to scrape. ## `maxPages` (type: `integer`): Maximum number of listing pages to iterate. ## `deepSearch` (type: `boolean`): Visit each business page to extract full contact details, products/services, photos, and map coordinates. ## `headless` (type: `boolean`): Run browser in headless mode. ## `proxyConfiguration` (type: `object`): Proxy settings. Residential proxies recommended. ## Actor input object example ```json { "mode": "search", "searchQuery": "restaurants", "city": "Mumbai", "category": "restaurants", "businessUrls": [], "maxItems": 50, "maxPages": 5, "deepSearch": false, "headless": true, "proxyConfiguration": { "useApifyProxy": true } } ``` # 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 = { "searchQuery": "restaurants", "city": "Mumbai", "proxyConfiguration": { "useApifyProxy": true } }; // Run the Actor and wait for it to finish const run = await client.actor("codingfrontend/yellowpages-india-scraper").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 = { "searchQuery": "restaurants", "city": "Mumbai", "proxyConfiguration": { "useApifyProxy": True }, } # Run the Actor and wait for it to finish run = client.actor("codingfrontend/yellowpages-india-scraper").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 '{ "searchQuery": "restaurants", "city": "Mumbai", "proxyConfiguration": { "useApifyProxy": true } }' | apify call codingfrontend/yellowpages-india-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=codingfrontend/yellowpages-india-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Yellow Pages India Scraper", "description": "Extracts Indian business directory listings, categories, company profiles, phone numbers, addresses, and ratings from YellowPages India (yellowpages.in).", "version": "1.0", "x-build-id": "CG6d1RIFDVJAWi3SC" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/codingfrontend~yellowpages-india-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-codingfrontend-yellowpages-india-scraper", "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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/codingfrontend~yellowpages-india-scraper/runs": { "post": { "operationId": "runs-sync-codingfrontend-yellowpages-india-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/codingfrontend~yellowpages-india-scraper/run-sync": { "post": { "operationId": "run-sync-codingfrontend-yellowpages-india-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": [ "searchQuery" ], "properties": { "mode": { "title": "Mode", "enum": [ "search", "category", "businessUrl" ], "type": "string", "description": "Scraping mode: 'search' for keyword+city search, 'category' for category browsing, 'businessUrl' for direct business URLs.", "default": "search" }, "searchQuery": { "title": "Search Query", "type": "string", "description": "Search keyword (e.g., 'restaurants', 'hospitals', 'software companies', 'manufacturers').", "default": "restaurants" }, "city": { "title": "City", "type": "string", "description": "City name (e.g., 'Mumbai', 'Delhi', 'Bangalore', 'Chennai', 'Hyderabad'). Leave blank for all India.", "default": "Mumbai" }, "category": { "title": "Category (for category mode)", "type": "string", "description": "Yellow Pages category slug (e.g., 'restaurants', 'hospitals', 'hotels', 'educational-institutions').", "default": "restaurants" }, "businessUrls": { "title": "Business URLs", "type": "array", "description": "Direct Yellow Pages India business URLs to scrape.", "default": [], "items": { "type": "string" } }, "maxItems": { "title": "Max Items", "minimum": 1, "maximum": 1000, "type": "integer", "description": "Maximum number of businesses to scrape.", "default": 50 }, "maxPages": { "title": "Max Pages", "minimum": 1, "maximum": 50, "type": "integer", "description": "Maximum number of listing pages to iterate.", "default": 5 }, "deepSearch": { "title": "Deep Search", "type": "boolean", "description": "Visit each business page to extract full contact details, products/services, photos, and map coordinates.", "default": false }, "headless": { "title": "Headless Browser", "type": "boolean", "description": "Run browser in headless mode.", "default": true }, "proxyConfiguration": { "title": "Proxy Configuration", "type": "object", "description": "Proxy settings. Residential proxies recommended." } } }, "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 } } } } } } } } } } ```