{ "openapi": "3.0.1", "info": { "title": "Thumbtack Scraper — Pros, Reviews & Coverage — $2.78/1k", "description": "Thumbtack scraper for service providers by city: ratings, reviews, hires, prices, years in business. Coverage mode shows category gaps per city and service with the pro count. No login or cookies. MCP-ready for AI agents. $2.78 per 1,000 records.", "version": "1.0", "x-build-id": "eKdKn3B4as2uY09Gy" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/fortuitous_pirate~thumbtack-service-providers/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-fortuitous_pirate-thumbtack-service-providers", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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/fortuitous_pirate~thumbtack-service-providers/runs": { "post": { "operationId": "runs-sync-fortuitous_pirate-thumbtack-service-providers", "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/fortuitous_pirate~thumbtack-service-providers/run-sync": { "post": { "operationId": "run-sync-fortuitous_pirate-thumbtack-service-providers", "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": { "mode": { "title": "Mode", "enum": [ "coverage", "listings" ], "type": "string", "description": "coverage: one row per city x service showing whether Thumbtack has a category page there and how many pros it shows (\"32 near you\"). listings: one row per service provider. Empty: coverage, or listings when Start URLs / Service Categories / Locations are filled." }, "cities": { "title": "Cities", "type": "array", "description": "US cities as \"City, ST\" (San Diego, CA), \"st/city-slug\" (ca/san-diego) or a 5-digit ZIP. Every city is combined with every service. Empty with no other input: San Diego, CA.", "items": { "type": "string" } }, "services": { "title": "Services", "type": "array", "description": "Services in plain words (dog grooming, house cleaning, cake) or Thumbtack slugs (house-cleaning). The actor tries the slug, its plural/singular and Thumbtack's own search keywords until a category page matches, and reports which one matched. Empty with no other input: cake, dog grooming, house cleaning.", "items": { "type": "string" } }, "listUrl": { "title": "Import list (CSV / Google Sheet URL)", "type": "string", "description": "Public CSV or Google Sheet link. Columns named city (optionally state) and service give city/service pairs; a column with only cities or only services is added to the lists above. Without a header row, rows like \"San Diego,CA,cake\" or \"Austin TX,plumbers\" work." }, "maxItems": { "title": "Max rows", "minimum": 1, "maximum": 100000, "type": "integer", "description": "Maximum number of rows (coverage rows or provider rows) to return.", "default": 10 }, "includeDetails": { "title": "Include profile details (listings)", "type": "boolean", "description": "Open each provider's profile page for years in business, employees, background check, licenses, payment methods, social links (Facebook/Instagram/...), photo count, address ZIP, specialties and recent reviews. One extra page per provider.", "default": false }, "includeReviews": { "title": "Include reviews", "type": "boolean", "description": "Add the highlighted review to each provider row and, with profile details on, the most recent reviews (author, rating, date, text).", "default": true }, "maxReviewsPerPro": { "title": "Max reviews per provider", "minimum": 0, "maximum": 5, "type": "integer", "description": "With profile details on: how many recent reviews to keep per provider (the profile page carries up to 5).", "default": 5 }, "maxZipsPerCity": { "title": "ZIP codes searched per city (listings)", "minimum": 1, "maximum": 100, "type": "integer", "description": "Thumbtack shows roughly 4-15 pros per search ZIP and the set changes across a metro. Listings search up to this many ZIPs of each city (evenly spread) and stop early after 6 ZIPs in a row add nobody new. 1 = only the city page and its default ZIP.", "default": 15 }, "startUrls": { "title": "Start URLs (legacy, listings)", "type": "array", "description": "Thumbtack URLs: city category pages (https://www.thumbtack.com/ca/los-angeles/house-cleaning/), /k//near-me/ pages, instant-results search URLs with zip_code, or provider profile URLs (.../service/).", "items": { "type": "object", "required": [ "url" ], "properties": { "url": { "type": "string", "title": "URL of a web page", "format": "uri" } } } }, "serviceCategories": { "title": "Service Categories (legacy)", "type": "array", "description": "Same as Services; kept for existing tasks. Filling it switches the default mode to listings.", "items": { "type": "string" } }, "locations": { "title": "Locations (legacy)", "type": "array", "description": "Same as Cities, in state/city form (ca/los-angeles); kept for existing tasks. Filling it switches the default mode to listings.", "items": { "type": "string" } }, "concurrency": { "title": "Concurrency", "minimum": 1, "maximum": 10, "type": "integer", "description": "Targets processed in parallel.", "default": 3 }, "proxyConfiguration": { "title": "Proxy configuration", "type": "object", "description": "Not needed: Thumbtack answers Apify's own IPs. If you set a proxy, requests that hit Thumbtack's AWS WAF challenge are retried directly." } } }, "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 }, "PROXY_UNBLOCKER_UNITS": { "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 }, "PROXY_UNBLOCKER_UNITS": { "type": "integer", "example": 0 } } } } } } } } } }