# Yellow Pages US Scraper — Business Leads & Reviews (`muhammadafzal/yellow-pages-us-scraper`) Actor Scrape US business listings from yellowpages.com — name, phone, address, website, email, hours, services, ratings, reviews, social links, BBB accreditation, and trust signals. Search by keyword + location, paste category URLs, or pull individual business profiles. - **URL**: https://apify.com/muhammadafzal/yellow-pages-us-scraper.md - **Developed by:** [Muhammad Afzal](https://apify.com/muhammadafzal) (community) - **Categories:** Lead generation, Automation, Developer tools - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing from $1.00 / 1,000 business listing extracteds 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 ## Yellow Pages US Scraper — Business Leads & Reviews Extract US business listings from **yellowpages.com** at scale. Get business name, phone, address, website, email, hours, services, categories, ratings, review counts, social links, BBB accreditation, claimed status, years in business, and optional customer reviews — all in clean, CRM-ready structured JSON. Search by keyword + location, paste category URLs, or pull individual business profiles. Mix all three input modes in a single run. Optimized for B2B lead generation, local-SEO analysis, market research, and AI-agent pipelines. ### What it does - **Search mode**: provide `searchTerms` + `locations` (cross-joined) — e.g. `["plumber", "electrician"]` × `["Boston, MA", "Austin, TX"]` = 4 searches - **URL mode**: paste yellowpages.com search URLs, city-category pages (`/boston-ma/plumbers`), or individual business profiles (`/mip/-`) - **Multi-input**: combine search terms and direct URLs in one run - **Pagination**: crawls up to `maxPagesPerSearch` result pages per search - **Detail enrichment**: visits each business profile page for the full field set (email, hours, services, socials, trust signals) - **Reviews**: optional per-business customer reviews (newest-first, capped via `maxReviewsPerBusiness`) - **Sort**: by relevance (default), distance, name, or rating ### Use cases - Build targeted B2B prospect lists by category and ZIP/city for outbound sales - Pull every business in a category or metro for market coverage and competitor mapping - Filter for unverified/owner-unclaimed listings to identify outreach opportunities - Enrich existing CRM data with verified phone, website, structured address, hours, socials - Extract customer reviews for sentiment analysis, quality benchmarking, reputation research - Map local business density and compare market-level metrics (ratings, review volume, years in business) - Seed RAG/LLM corpora with structured local-business records ### Input | Field | Type | Required | Default | Description | |---|---|---|---|---| | `searchTerms` | string[] | no | `["plumber"]` | Keywords/categories — cross-joined with `locations` | | `locations` | string[] | no | `["Boston, MA"]` | US locations in "City, ST" or ZIP format | | `startUrls` | array | no | `[]` | Direct yellowpages.com URLs (search, category, or profile) | | `sortBy` | enum | no | `default` | `default`/`distance`/`name`/`rating` | | `includeReviews` | boolean | no | `false` | Embed customer reviews per business | | `maxReviewsPerBusiness` | integer | no | `30` | Cap on reviews per business (0 = all, hard cap ~2000) | | `maxResults` | integer | no | `100` | Hard cap on total business rows (0 = unlimited, internal cap 100k) | | `maxPagesPerSearch` | integer | no | `5` | Max result pages per search/URL | | `proxyConfiguration` | object | no | US residential | **Required**: US residential proxies (Cloudflare blocks datacenter) | ### Output One record per business in the dataset: | Field | Type | Example | |---|---|---| | `name` | string | "Acme Plumbing" | | `phone` | string\|null | "(617) 555-1234" | | `email` | string\|null | "info@acme.com" | | `website` | string\|null | "https://acme.com" | | `address` | object | `{street, city, state, postalCode, country}` | | `addressFormatted` | string | "123 Main St, Boston, MA 02108" | | `coordinates` | object\|null | `{lat, lng}` | | `categories` | string[] | `["Plumbing","Contractor"]` | | `primaryCategory` | string\|null | "Plumbing" | | `services` | string[] | `["Drain cleaning","Water heater repair"]` | | `paymentMethods` | string[] | `["Visa","Mastercard"]` | | `hours` | object\|null | `{mon:"8:00-17:00",...}` | | `rating` | number\|null | 4.5 | | `reviewCount` | number\|null | 128 | | `reviews` | array\|null | `[{author,rating,date,text}]` (when `includeReviews=true`) | | `socialLinks` | object | `{facebook,instagram,linkedin,twitter,youtube}` | | `logo` | string\|null | url | | `photos` | string[] | `[url,...]` | | `claimed` | boolean | true | | `bbbAccredited` | boolean | false | | `yearsInBusiness` | number\|null | 12 | | `description` | string\|null | "Family-owned plumbing services since..." | | `tagline` | string\|null | "Your trusted local plumber" | | `isAd` | boolean | false | | `yellowPagesId` | string | "123456789" | | `profileUrl` | string | `https://www.yellowpages.com/.../mip/acme-12345` | | `sourceUrl` | string | URL crawled | | `searchTerm` | string | "plumber" | | `searchLocation` | string | "Boston, MA" | | `scrapedAt` | string | ISO 8601 timestamp | ### Pricing This actor uses **pay-per-event** pricing — you only pay for results delivered. | Event | Price | When charged | |---|---|---| | Actor Start | $0.00005 | Once per run (per 1 GB memory) | | Business Listing | $0.001 | Per business record extracted | **Cost examples:** - 100 businesses = ~$0.10 - 1,000 businesses = ~$1.00 - 10,000 businesses = ~$10.00 Usage-based billing (compute + proxy passthrough) is also enabled for heavy users — see the Pricing tab for tier details. ### Proxy requirements **US residential proxies are required.** Yellow Pages is fronted by Cloudflare and blocks datacenter IPs and non-US residential ranges. The default proxy configuration uses Apify's `RESIDENTIAL` group with `countryCode: US`. For aggressive anti-bot environments, you can supply a custom premium residential proxy (Decodo, Bright Data, IPRoyal) via the proxy configuration input. ### Quick start ```bash ## Install Apify CLI npm install -g apify-cli ## Clone and deploy cd yellow-pages-us-scraper npm install apify login apify push -f -w 120 ```` ### API usage ```bash ## Run via API curl -X POST "https://api.apify.com/v2/acts/USERNAME~yellow-pages-us-scraper/runs?token=YOUR_TOKEN" \ -H "Content-Type: application/json" \ -d '{"searchTerms":["dentist"],"locations":["Austin, TX"],"maxResults":50}' ``` ```javascript // Node.js / Apify SDK import { Actor } from 'apify'; const run = await Actor.call('USERNAME/yellow-pages-us-scraper', { searchTerms: ['dentist'], locations: ['Austin, TX'], maxResults: 50, includeReviews: true, maxReviewsPerBusiness: 10, }); const { items } = await Actor.dataset(run.defaultDatasetId).listItems(); console.log(items); ``` ### Tips - **Start small**: set `maxResults: 10` to verify data quality before scaling - **Reviews are slow**: enabling `includeReviews` roughly doubles runtime and cost — use only when needed - **Large coverage**: split a big request across multiple cities/ZIPs — a single search caps at ~6,000 results - **Sort by rating**: set `sortBy: "rating"` to surface top-rated businesses first - **Cross-join math**: 2 terms × 3 locations = 6 searches; results are merged and deduplicated by profile URL ### Limitations - Yellow Pages itself caps results at roughly 30 pages (~6,000 listings) per search term + location pair - Reviews are capped at ~2,000 per business by Yellow Pages - Email is only available when present on the business profile page (many YP listings do not show email) ### Export & integrations Export scraped data to JSON, CSV, or Excel from the Apify Console. Use webhooks or the Apify API to push results to HubSpot, Salesforce, Google Sheets, Airtable, or any HTTP endpoint. Schedule runs via the Apify Scheduler for ongoing monitoring. *** Export scraped data, run the scraper via API, schedule and monitor runs, or integrate with other tools. # Actor input Schema ## `searchTerms` (type: `array`): Keywords or business categories to search for on Yellow Pages. Examples: "plumber", "dentist", "italian restaurant", "auto repair". Each term is cross-joined with every entry in Locations — for example, 2 terms x 3 locations = 6 searches. Use this when the user describes a type of business or category. Use startUrls instead when the user provides specific yellowpages.com URLs. ## `locations` (type: `array`): US locations in "City, ST" format, or 5-digit ZIP codes. Examples: "Boston, MA", "90210", "Brooklyn, NY", "Austin, TX". Each location is cross-joined with every search term. Use "City, ST" for best results — Yellow Pages geocodes the location and returns nearby businesses. ## `startUrls` (type: `array`): Paste one or more yellowpages.com URLs. Accepts search results (yellowpages.com/search?...), city-category pages (yellowpages.com/boston-ma/plumbers), or individual business profiles (yellowpages.com/.../mip/-). Filters in the URL are honored as-is. When provided alongside searchTerms, both are crawled. Use this when the user provides specific URLs instead of keywords. ## `sortBy` (type: `string`): How Yellow Pages sorts the search results before we collect them. "default" = relevance (YP's own ranking). "distance" = nearest first. "name" = alphabetical. "rating" = highest rated first. Applies to keyword + location searches and category URLs; ignored for individual business profile URLs. ## `includeReviews` (type: `boolean`): When enabled, embed each business's customer reviews on the result row (newest first). Off by default — turning this on makes runs slower and more expensive, since each business needs additional review-page fetches. Use maxReviewsPerBusiness to cap the count. ## `maxReviewsPerBusiness` (type: `integer`): Cap on the number of reviews captured per business when "Include Client Reviews" is on (most recent first). Set to 0 to capture every available review (an internal hard cap of ~2,000 reviews per business still applies). Ignored when reviews are disabled. ## `maxResults` (type: `integer`): Hard cap on total business rows across all searches and URLs. Default 100 — increase for bigger runs, or set to 0 for no cap (an internal upper limit of 100,000 still applies). The actor stops requesting new listing pages once this number is reached but keeps the full final page even if it slightly overshoots. A single search term + location pair caps at roughly 6,000 results (Yellow Pages itself rarely returns more) — split a large request across multiple cities or ZIPs to gather more. ## `maxPagesPerSearch` (type: `integer`): Maximum result pages to crawl per (search term x location) pair or per start URL. Yellow Pages typically caps results around 30 pages. Lower this for faster, cheaper runs; raise it for exhaustive coverage. Default 5 balances coverage and cost. ## `proxyConfiguration` (type: `object`): Apify proxy settings. US residential proxies (RESIDENTIAL, country US) are REQUIRED — Yellow Pages is fronted by Cloudflare and blocks datacenter IPs and non-US residential ranges. Leave as default unless you have a custom residential proxy provider (Decodo, Bright Data, IPRoyal). ## Actor input object example ```json { "searchTerms": [ "plumber" ], "locations": [ "Boston, MA" ], "startUrls": [], "sortBy": "default", "includeReviews": false, "maxReviewsPerBusiness": 30, "maxResults": 10, "maxPagesPerSearch": 5, "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "apifyProxyCountry": "US" } } ``` # Actor output Schema ## `results` (type: `string`): Link to the dataset containing all extracted Yellow Pages business records. # 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 = { "searchTerms": [ "plumber" ], "locations": [ "Boston, MA" ], "startUrls": [], "sortBy": "default", "includeReviews": false, "maxReviewsPerBusiness": 30, "maxResults": 10, "maxPagesPerSearch": 5, "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "apifyProxyCountry": "US" } }; // Run the Actor and wait for it to finish const run = await client.actor("muhammadafzal/yellow-pages-us-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 = { "searchTerms": ["plumber"], "locations": ["Boston, MA"], "startUrls": [], "sortBy": "default", "includeReviews": False, "maxReviewsPerBusiness": 30, "maxResults": 10, "maxPagesPerSearch": 5, "proxyConfiguration": { "useApifyProxy": True, "apifyProxyGroups": ["RESIDENTIAL"], "apifyProxyCountry": "US", }, } # Run the Actor and wait for it to finish run = client.actor("muhammadafzal/yellow-pages-us-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 '{ "searchTerms": [ "plumber" ], "locations": [ "Boston, MA" ], "startUrls": [], "sortBy": "default", "includeReviews": false, "maxReviewsPerBusiness": 30, "maxResults": 10, "maxPagesPerSearch": 5, "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "apifyProxyCountry": "US" } }' | apify call muhammadafzal/yellow-pages-us-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=muhammadafzal/yellow-pages-us-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Yellow Pages US Scraper — Business Leads & Reviews", "description": "Scrape US business listings from yellowpages.com — name, phone, address, website, email, hours, services, ratings, reviews, social links, BBB accreditation, and trust signals. Search by keyword + location, paste category URLs, or pull individual business profiles.", "version": "1.0", "x-build-id": "AWNSIF1naBDeJPiep" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/muhammadafzal~yellow-pages-us-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-muhammadafzal-yellow-pages-us-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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/muhammadafzal~yellow-pages-us-scraper/runs": { "post": { "operationId": "runs-sync-muhammadafzal-yellow-pages-us-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/muhammadafzal~yellow-pages-us-scraper/run-sync": { "post": { "operationId": "run-sync-muhammadafzal-yellow-pages-us-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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", "properties": { "searchTerms": { "title": "Search Terms", "type": "array", "description": "Keywords or business categories to search for on Yellow Pages. Examples: \"plumber\", \"dentist\", \"italian restaurant\", \"auto repair\". Each term is cross-joined with every entry in Locations — for example, 2 terms x 3 locations = 6 searches. Use this when the user describes a type of business or category. Use startUrls instead when the user provides specific yellowpages.com URLs.", "items": { "type": "string" } }, "locations": { "title": "Locations", "type": "array", "description": "US locations in \"City, ST\" format, or 5-digit ZIP codes. Examples: \"Boston, MA\", \"90210\", \"Brooklyn, NY\", \"Austin, TX\". Each location is cross-joined with every search term. Use \"City, ST\" for best results — Yellow Pages geocodes the location and returns nearby businesses.", "items": { "type": "string" } }, "startUrls": { "title": "Yellow Pages URLs", "type": "array", "description": "Paste one or more yellowpages.com URLs. Accepts search results (yellowpages.com/search?...), city-category pages (yellowpages.com/boston-ma/plumbers), or individual business profiles (yellowpages.com/.../mip/-). Filters in the URL are honored as-is. When provided alongside searchTerms, both are crawled. Use this when the user provides specific URLs instead of keywords.", "items": { "type": "object", "properties": { "url": { "type": "string", "title": "URL", "description": "A yellowpages.com URL — search results, city-category page, or individual business profile URL" } } } }, "sortBy": { "title": "Sort Listings By", "enum": [ "default", "distance", "name", "rating" ], "type": "string", "description": "How Yellow Pages sorts the search results before we collect them. \"default\" = relevance (YP's own ranking). \"distance\" = nearest first. \"name\" = alphabetical. \"rating\" = highest rated first. Applies to keyword + location searches and category URLs; ignored for individual business profile URLs.", "default": "default" }, "includeReviews": { "title": "Include Client Reviews", "type": "boolean", "description": "When enabled, embed each business's customer reviews on the result row (newest first). Off by default — turning this on makes runs slower and more expensive, since each business needs additional review-page fetches. Use maxReviewsPerBusiness to cap the count.", "default": false }, "maxReviewsPerBusiness": { "title": "Max Reviews per Business", "minimum": 0, "type": "integer", "description": "Cap on the number of reviews captured per business when \"Include Client Reviews\" is on (most recent first). Set to 0 to capture every available review (an internal hard cap of ~2,000 reviews per business still applies). Ignored when reviews are disabled.", "default": 30 }, "maxResults": { "title": "Max Results", "minimum": 0, "type": "integer", "description": "Hard cap on total business rows across all searches and URLs. Default 100 — increase for bigger runs, or set to 0 for no cap (an internal upper limit of 100,000 still applies). The actor stops requesting new listing pages once this number is reached but keeps the full final page even if it slightly overshoots. A single search term + location pair caps at roughly 6,000 results (Yellow Pages itself rarely returns more) — split a large request across multiple cities or ZIPs to gather more.", "default": 100 }, "maxPagesPerSearch": { "title": "Max Pages per Search", "minimum": 1, "maximum": 50, "type": "integer", "description": "Maximum result pages to crawl per (search term x location) pair or per start URL. Yellow Pages typically caps results around 30 pages. Lower this for faster, cheaper runs; raise it for exhaustive coverage. Default 5 balances coverage and cost.", "default": 5 }, "proxyConfiguration": { "title": "Proxy Configuration", "type": "object", "description": "Apify proxy settings. US residential proxies (RESIDENTIAL, country US) are REQUIRED — Yellow Pages is fronted by Cloudflare and blocks datacenter IPs and non-US residential ranges. Leave as default unless you have a custom residential proxy provider (Decodo, Bright Data, IPRoyal).", "default": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ], "apifyProxyCountry": "US" } } } }, "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 } } } } } } } } } } ```