# GhanaYello Scraper - Low-costπŸ’²πŸ”₯πŸ‡¬πŸ‡­πŸ’ (`delectable_incubator/ghanayello-scraper-low-cost`) Actor Scrape GhanaYello business listings πŸ”ŽπŸ’ with a powerful Ghana business directory scraper. Extract company names, addresses, phone numbers, ratings, categories, websites, and profile URLs from category pages. Ideal for B2B lead generation, local market research and business intelligence πŸ“ŠπŸš€ - **URL**: https://apify.com/delectable\_incubator/ghanayello-scraper-low-cost.md - **Developed by:** [Prime Scrape](https://apify.com/delectable_incubator) (community) - **Categories:** Lead generation, E-commerce, Automation - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks - **User rating**: No ratings yet ## Pricing from $0.00005 / actor start This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage. Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have. 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

GhanaYello Company Listings Scraper

--- ## πŸ’πŸ‡¬πŸ‡­ GhanaYello Company Listings Scraper | Business Directory Scraper | Apify Actor ### πŸš€ Extract GhanaYello Business Listings in Seconds (No Code) The **GhanaYello Company Listings Scraper (Apify Actor)** is a powerful, scalable, and **SEO-optimized business directory scraping tool** designed to extract structured company data directly from GhanaYello. Scrape thousands of Ghana business listings, company profiles, contact details, addresses, and business directory records for **lead generation, market research, sales prospecting, business intelligence, AI datasets, and local business discovery**. --- ### πŸ”₯ Why This GhanaYello Scraper? βœ” Best GhanaYello scraper on Apify βœ” Supports **bulk category URL scraping** βœ” Automatic pagination handling βœ” Fast & scalable extraction engine βœ” Structured JSON / CSV / Excel exports βœ” Ideal for B2B lead generation βœ” Perfect for business intelligence & market research βœ” No coding required --- ### 🎯 What This Scraper Does This Apify Actor extracts company listings and profile information from GhanaYello category pages. #### πŸ“Œ Core Features βœ… Scrape GhanaYello company listings βœ… Bulk category URL support βœ… Automatic pagination handling βœ… Extract company contact information βœ… Extract company profile details βœ… Extract business locations βœ… Extract verification status βœ… Extract ratings & review counts βœ… Extract website & email availability βœ… Structured export-ready datasets βœ… High-speed cloud scraping --- ### ⚑ Input Configuration (Bulk URL Mode) #### πŸ”₯ BULK CATEGORY URL SCRAPING ```` { "maxItemsPerUrl": 100, "urls": \[ "https://www.ghanayello.com/category/video\_production", "https://www.ghanayello.com/category/digital\_marketing", "https://www.ghanayello.com/category/construction", "https://www.ghanayello.com/category/general\_business" ] } ```` #### Supported URL Examples ```text https://www.ghanayello.com/category/general_business https://www.ghanayello.com/category/digital_marketing https://www.ghanayello.com/category/construction https://www.ghanayello.com/category/video_production https://www.ghanayello.com/category/accounting https://www.ghanayello.com/category/real_estate ```` ⚠️ Only provide page 1 category URLs. Pagination is handled automatically. *** ### πŸ“Š Extracted Company Data | Field | Description | | --------------- | --------------------------- | | companyId | Unique company identifier | | name | Company name | | tagline | Company tagline | | address | Company address | | phone | Phone number | | yearEstablished | Company establishment year | | yearsListed | Years listed on GhanaYello | | rating | Company rating | | reviewCount | Number of reviews | | isVerified | Verified company status | | isSponsored | Sponsored listing indicator | | hasWebsite | Website availability | | hasEmail | Email availability | | hasMap | Map availability | | photoCount | Number of photos | | logoUrl | Company logo URL | | lat | Latitude | | lng | Longitude | | companyUrl | Company profile URL | | sourceUrl | Original category URL | | position | Listing position | | scrapeTimestamp | Extraction timestamp | *** ### πŸ’‘ Use Cases This GhanaYello scraper is ideal for: 🏒 B2B lead generation πŸ“Š Market research πŸ“ˆ Business intelligence πŸ“ž Sales prospecting 🌍 Local business discovery πŸ€– AI training datasets πŸ“‹ Company database building πŸ“‘ Directory monitoring πŸ’Ό Agency prospecting πŸ” Competitor analysis *** ### πŸš€ Key Features ⚑ Bulk URL scraping support 🌍 Ghana business directory coverage πŸ“Œ Automatic pagination 🧠 Structured company profiles πŸ“Š Ratings & review extraction πŸ“ Business location extraction πŸ” Reliable cloud execution πŸ’Ύ Export-ready datasets βš™οΈ Scalable Apify infrastructure *** ### πŸ“€ Output Formats Supported βœ” JSON βœ” CSV βœ” Excel (XLSX) βœ” XML βœ” HTML *** ### πŸ“¦ Example Output ``` { "companyId": "59882", "companyUrl": "https://www.ghanayello.com/company/59882/Maxme_Group", "name": "Maxme Group", "tagline": "Connect people with their ideal audiences online.", "address": "Accra, Ghana", "phone": "+233542402398", "yearEstablished": 2020, "isVerified": true, "yearsListed": 5, "logoUrl": "https://www.ghanayello.com/logo.png", "hasWebsite": true, "hasEmail": true, "photoCount": 1, "lat": 5.71846307259105, "lng": -0.13046882813444682, "sourceUrl": "https://www.ghanayello.com/category/video_production", "position": 1, "scrapeTimestamp": "2026-03-10T16:34:17.991Z" } ``` *** ### πŸ“Š Preconfigured Dataset Views #### πŸ”Ž Overview View Quick overview of collected companies. Includes: - Company ID - Name - Address - Phone - Established - Rating - Reviews - Verified - Sponsored - Company URL - Source URL #### πŸ“„ Detailed View Complete company profile information. Includes: - Company ID - Name - Tagline - Address - Phone - Established - Years Listed - Rating - Reviews - Verified - Sponsored - Website Status - Email Status - Map Status - Photos Count - Coordinates - Logo URL - Company URL - Source URL #### 🌐 Source URL View Groups extracted companies by category source URL. *** ### 🌍 Why Use This GhanaYello Scraper? #### 🏒 B2B Lead Generation Build targeted company databases from Ghana business listings. #### πŸ“Š Market Research Analyze industries, sectors, and local business ecosystems. #### πŸ“ž Sales Prospecting Discover verified companies with contact information. #### 🌐 Business Directory Intelligence Transform directory listings into structured datasets. #### πŸ“ Local Business Discovery Find companies, agencies, suppliers, and service providers across Ghana. *** ### πŸ’Έ Pricing This scraper runs on a **pay-per-result pricing model**. You only pay for successfully extracted records. πŸ’³ **Price:** $4.79 / 1,000 results *** ### πŸ”₯ Why This is the BEST GhanaYello Scraper on Apify? βœ” Optimized for Apify marketplace SEO βœ” Bulk category URL support βœ” Enterprise-ready scalability βœ” Automatic pagination handling βœ” Clean structured datasets βœ” Business intelligence ready βœ” Lead generation focused βœ” No-code setup *** ### ❓ FAQ #### Can I scrape multiple category URLs at once? Yes. Bulk URL mode is fully supported. #### Does pagination work automatically? Yes. The scraper automatically navigates all category pages. #### Can I limit the number of companies collected? Yes. Use `maxItemsPerUrl`. #### Is coding required? No. This is a fully no-code Apify Actor. #### Can I export the data? Yes. JSON, CSV, Excel, XML and HTML are supported. *** ### ⚠️ Disclaimer This tool is an independent automation solution and is not affiliated with, endorsed by, or sponsored by GhanaYello. *** ### πŸ”— Related Actors Explore more **PrimeScrape Business Intelligence & Lead Generation Actors** on Apify. πŸš€ New business, jobs, real estate, marketplace and directory scrapers are added regularly. *** ### 🌍 PrimeScrape Ecosystem Built for large-scale: πŸ“Š Lead generation 🏒 Company intelligence πŸ“ˆ Market research πŸ€– AI datasets βš™οΈ Business automation 🌐 Directory scraping πŸ’Ό Sales prospecting πŸš€ Growth intelligence *** ### πŸ“¬ Support ⭐⭐⭐⭐⭐ Leave a review if this scraper helps your business. πŸ“© Need a custom scraper or enterprise solution? Contact us directly through Apify. **PrimeScrape** # Actor input Schema ## `urls` (type: `array`): One or more Ghana Yello category URLs (page 1 only β€” pagination handled automatically). Examples: β€’ https://www.ghanayello.com/category/general\_business β€’ https://www.ghanayello.com/category/digital\_marketing β€’ https://www.ghanayello.com/category/construction ## `maxItemsPerUrl` (type: `integer`): Maximum number of companies to collect per category URL. Set to 0 for no limit. ## Actor input object example ```json { "urls": [ "https://www.ghanayello.com/category/general_business" ], "maxItemsPerUrl": 100 } ``` # Actor output Schema ## `overview` (type: `string`): No description ## `detailed` (type: `string`): No description ## `by_source` (type: `string`): No description # 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 = { "urls": [ "https://www.ghanayello.com/category/general_business" ], "maxItemsPerUrl": 100 }; // Run the Actor and wait for it to finish const run = await client.actor("delectable_incubator/ghanayello-scraper-low-cost").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`πŸ’Ύ 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); }); // πŸ“š Want to learn more πŸ“–? Go to β†’ 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 = { "urls": ["https://www.ghanayello.com/category/general_business"], "maxItemsPerUrl": 100, } # Run the Actor and wait for it to finish run = client.actor("delectable_incubator/ghanayello-scraper-low-cost").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print("πŸ’Ύ Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"]) for item in client.dataset(run["defaultDatasetId"]).iterate_items(): print(item) # πŸ“š Want to learn more πŸ“–? Go to β†’ https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{ "urls": [ "https://www.ghanayello.com/category/general_business" ], "maxItemsPerUrl": 100 }' | apify call delectable_incubator/ghanayello-scraper-low-cost --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=delectable_incubator/ghanayello-scraper-low-cost", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "GhanaYello Scraper - Low-costπŸ’²πŸ”₯πŸ‡¬πŸ‡­πŸ’", "description": "Scrape GhanaYello business listings πŸ”ŽπŸ’ with a powerful Ghana business directory scraper. Extract company names, addresses, phone numbers, ratings, categories, websites, and profile URLs from category pages. Ideal for B2B lead generation, local market research and business intelligence πŸ“ŠπŸš€", "version": "0.0", "x-build-id": "8iEPg46o2ggDwc7wM" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/delectable_incubator~ghanayello-scraper-low-cost/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-delectable_incubator-ghanayello-scraper-low-cost", "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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/delectable_incubator~ghanayello-scraper-low-cost/runs": { "post": { "operationId": "runs-sync-delectable_incubator-ghanayello-scraper-low-cost", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/delectable_incubator~ghanayello-scraper-low-cost/run-sync": { "post": { "operationId": "run-sync-delectable_incubator-ghanayello-scraper-low-cost", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": [ "urls" ], "properties": { "urls": { "title": "Category URLs", "type": "array", "description": "One or more Ghana Yello category URLs (page 1 only β€” pagination handled automatically).\n\nExamples:\nβ€’ https://www.ghanayello.com/category/general_business\nβ€’ https://www.ghanayello.com/category/digital_marketing\nβ€’ https://www.ghanayello.com/category/construction", "items": { "type": "string" }, "default": [ "https://www.ghanayello.com/category/general_business" ] }, "maxItemsPerUrl": { "title": "Max Items per URL", "type": "integer", "description": "Maximum number of companies to collect per category URL. Set to 0 for no limit.", "default": 100 } } }, "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 } } } } } } } } } } ```