# FastExpert Scraper - Real Estate Agent Leads & Reviews (`scrapesage/fastexpert-agent-scraper`) Actor Scrape FastExpert real estate agents by city, state or profile URL. Get names, brokerages, emails, phones, license numbers, production stats, ratings, reviews, areas served & leads - plus optional website contact enrichment and monitoring. No login, no browser. - **URL**: https://apify.com/scrapesage/fastexpert-agent-scraper.md - **Developed by:** [Scrape Sage](https://apify.com/scrapesage) (community) - **Categories:** Lead generation, Real estate, Automation - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing from $8.00 / 1,000 agent scrapeds 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 ## FastExpert Scraper — Real Estate Agent Leads, Reviews & Production Stats (Emails & Phones) Extract **complete real estate agent data from FastExpert** — the fields other agent scrapers leave empty: **real contact emails, direct cell phones, brokerage, state license numbers, production stats (recent transactions, sales volume, average sale price), ratings, reviews, areas served and the agent's own website + social links**. Every record is a ready-to-contact **agent lead**, scored 0–100. No login, no cookies, no browser — fast JSON extraction with 99%+ reliability on clean US datacenter proxies. ### Why this FastExpert scraper? Most real estate agent scrapers run on anti-bot-walled portals (Realtor.com, Zillow) that need residential proxies and CAPTCHA solvers — and still return `null` for the email. This actor reads FastExpert's clean server-rendered data and ships the **richest agent dataset in the category**, including the direct emails: | Data | Typical scrapers | This actor | |---|---|---| | Agent **contact email** | ❌ null / extra fee | ✅ included on every record | | Direct phone + cell phone | partial | ✅ both | | Brokerage / company + license number | partial | ✅ | | Production stats (recent transactions, sales, avg sale price) | ❌ | ✅ | | Ratings + review count + full reviews | partial | ✅ | | Years of experience, year licensed, agent ranking | ❌ | ✅ | | Agent's own website + Facebook / LinkedIn / Zillow / Trulia | ❌ | ✅ | | Areas served, designations, awards | ❌ | ✅ opt-in | | Geo (lat/lng), full address | ❌ | ✅ | | Lead score (0–100) per agent | ❌ | ✅ | | Monitoring mode (only new agents) | ❌ | ✅ | | Works on cheap datacenter proxies (no CAPTCHA) | ❌ | ✅ | ### Use cases - **Lead generation** — real estate agents are active B2B buyers: they need CRMs, lead vendors, transaction tools, marketing, photography, staging, mortgage and title partners. Score agents by production (`recentTransactions`, `salesUploaded`, `averageSalePrice`) and reach them directly via `email`, `phone`/`cellPhone`, website and socials. - **Recruiting & brokerage growth** — find top-producing agents in any market by transactions, reviews and rating, then recruit them to your brokerage or team. - **Proptech & martech sales** — build targeted lists of active agents by city, state, specialization and performance for outbound and ABM. - **Market & competitor intelligence** — track which agents and brokerages dominate a metro, their review velocity and average sale prices. - **Mortgage, title & insurance partnerships** — agents drive referrals; build a partner pipeline with verified contact data. ### How to use 1. [Sign up for Apify](https://console.apify.com/sign-up) — the free plan is enough to try this actor. 2. Open the **FastExpert Scraper**, enter locations (`Austin, TX`, or a whole state like `Texas`) or paste FastExpert URLs, and click **Start**. 3. Watch agent leads stream into the dataset table. 4. **Export** as JSON, CSV, Excel, XML, or RSS — or pull results programmatically via the [Apify API](https://docs.apify.com/api/v2). ### Input ```json { "locations": ["Austin, TX", "Miami, FL"], "maxAgentsPerCity": 75, "maxAgents": 200, "includeAgentDetails": true, "includeReviews": false, "minTransactions": 10, "withEmailOnly": true, "monitorMode": false } ```` - **locations** — `City, ST` (e.g. `Austin, TX`, `San Antonio, TX`, `Miami, FL`) for a city, or a state name/abbreviation (`Texas`, `FL`) to auto-discover that state's cities. - **startUrls** — FastExpert agent profiles (`/agents/-/`), city listings (`/top-real-estate-agents/austin-tx/`) or state hubs (`/top-real-estate-agents/texas/`). - **maxAgentsPerCity / maxAgents / maxCitiesPerState** — limits. - **minRating / minReviews / minTransactions / specialization / withEmailOnly / withPhoneOnly** — filters to target active, top-producing agents. - **includeAgentDetails** *(default true)* — open each profile for license number, full bio, designations, awards, areas served, total sales last year and the full review list. Turn **off** for fast, low-cost bulk leads — the city listing already includes email, phone, brokerage, website, socials, geo, ratings and production stats. - **includeReviews** *(default false)* — also output review records (`type: "review"`). - **enrichContactEmails** *(default false)* — crawl the agent's own website (home + contact/about) for extra emails, phones and socials. - **deduplicateAgents** *(default true)* — emit each agent once per run. - **monitorMode** *(default false)* — emit only agents not seen in previous runs (pairs with Schedules to track new agents in a market). ### Output One record per agent (`type: "agent"`), plus optional review records (`type: "review"`): ```json { "type": "agent", "agentId": "68958", "slug": "meryl-hawk-68958", "profileUrl": "https://www.fastexpert.com/agents/meryl-hawk-68958/", "fullName": "Meryl Hawk", "firstName": "Meryl", "lastName": "Hawk", "title": "Real Estate Agent", "email": "meryl.hawk@cbrealty.com", "phone": "(512) 937-7056", "cellPhone": "(512) 937-7056", "website": "https://www.merylhawk.com", "socialLinks": { "facebook": "https://www.facebook.com/MerylHawkRealtor", "linkedin": "https://www.linkedin.com/in/merylhawkrealtor/", "zillow": "https://www.zillow.com/profile/merylhawk" }, "brokerage": "Coldwell Banker United Realtors", "brokerageUrl": "https://www.fastexpert.com/real-estate-company/coldwell-banker-united-realtors-austin-tx-11136/", "address": "609 Castle Ridge Rd. Suite 440", "city": "Austin", "state": "TX", "zipCode": "78746", "latitude": 30.29729, "longitude": -97.81054, "specialization": "Residential", "licenseNumber": "609315", "licenseName": "Texas Real Estate License", "rating": 5, "reviewCount": 230, "reviewTags": ["Professional", "Responsive", "Communicative", "Knowledgeable"], "agentRanking": 489, "yearsExperience": 15, "yearLicensed": 2011, "recentTransactions": 124, "salesUploaded": 157, "averageSalePrice": "$896.7K", "totalSalesLastYear": "$12M", "designations": ["CRS", "RENE", "ABR", "GRI", "CLHMS"], "awards": ["2026 Top 25 Agent – Texas", "2026 Top Agent – Austin, TX"], "areasServed": ["Austin", "Dripping Springs", "Pflugerville"], "languages": ["English"], "imageUrl": "https://assets.fastexpert.com/.../68958_thumb_300.jpg", "leadScore": 96, "searchLocation": "Austin, TX", "scrapedAt": "2026-06-15T21:00:00.000Z" } ``` ### Automate & schedule Run this actor on autopilot and pull results into your own stack: - **[Apify API](https://docs.apify.com/api/v2)** — start runs, fetch datasets, and manage schedules over REST. - **[apify-client for JavaScript](https://docs.apify.com/api/client/js/)** and **[apify-client for Python](https://docs.apify.com/api/client/python/)** — official SDKs. - **[Schedules](https://docs.apify.com/platform/schedules)** — run it daily/weekly with `monitorMode` to capture only new agents in a city or state; perfect for recruiting and lead pipelines. - **[Webhooks](https://docs.apify.com/platform/integrations/webhooks)** — trigger downstream actions (CRM import, Slack alert, email sequence) the moment a run finishes. ```js import { ApifyClient } from 'apify-client'; const client = new ApifyClient({ token: 'MY_APIFY_TOKEN' }); const run = await client.actor('scrapesage/fastexpert-agent-scraper').call({ locations: ['Austin, TX'], maxAgents: 200, minTransactions: 10, withEmailOnly: true, }); const { items } = await client.dataset(run.defaultDatasetId).listItems(); console.log(`Got ${items.length} agent leads`); ``` ### Integrate with any app Connect the dataset to 5,000+ apps — no code required: - **[Make](https://docs.apify.com/platform/integrations/make)** — multi-step automation scenarios. - **[Zapier](https://docs.apify.com/platform/integrations/zapier)** — push new agent leads straight into your CRM. - **[Slack](https://docs.apify.com/platform/integrations/slack)** — get notified when a monitored market gets new agents. - **[Google Drive / Sheets](https://docs.apify.com/platform/integrations/drive)** — auto-export every run to a spreadsheet. - **[Airbyte](https://docs.apify.com/platform/integrations/airbyte)** — pipe results into your data warehouse. - **[GitHub](https://docs.apify.com/platform/integrations/github)** — trigger runs from commits or releases. ### Use with AI assistants (MCP) The output is clean, LLM-ready JSON. Call this actor from Claude, ChatGPT, or any agent framework through the **[Apify MCP server](https://docs.apify.com/platform/integrations/mcp)** — ask your assistant to "find the top-producing real estate agents in Austin and list their contact details" and let it run this scraper for you. ### More scrapers from scrapesage Build a complete **local-business & B2B lead-gen stack**: - **[Rent.com Scraper](https://apify.com/scrapesage/rent-com-scraper)** — US rental listings, property managers & contacts. - **[Healthgrades Scraper](https://apify.com/scrapesage/healthgrades-scraper)** — doctors, reviews & provider leads. - **[FindLaw Scraper](https://apify.com/scrapesage/findlaw-scraper)** — lawyers, law firms & leads. - **[TaxBuzz Scraper](https://apify.com/scrapesage/taxbuzz-scraper)** — CPAs, accountants & tax-preparer leads. - **[Insurance Agent Scraper](https://apify.com/scrapesage/insurance-agent-scraper)** — State Farm & Farmers agent leads. - **[Houzz Scraper](https://apify.com/scrapesage/houzz-scraper)** — home pros, contacts & reviews. - **[Bark Listing Scraper](https://apify.com/scrapesage/bark-listing-scraper)** — local service-provider leads. - **[DesignRush Scraper](https://apify.com/scrapesage/designrush-scraper)** — agencies, services & B2B leads. ### Tips - **Whole states**: put a state in `locations` (e.g. `Texas`) and set `maxCitiesPerState` to scrape its largest cities; raise `maxAgents` to go wide. - **Top producers only**: set `minTransactions` (e.g. 10) and/or `minReviews` to focus on active, high-volume agents. - **Cheapest bulk leads**: turn `includeAgentDetails` off — the city listing already carries email, phone, brokerage, website, socials, geo, ratings and production stats, so you get rich leads with one request per page. - **Recurring monitoring**: combine [Schedules](https://docs.apify.com/platform/schedules) with `monitorMode` to capture only newly listed agents. - **Proxies**: keep the default Apify datacenter proxy (US) — FastExpert serves clean pages, no residential or CAPTCHA needed. ### FAQ **How do I scrape real estate agents for a specific city?** Put the city in `locations` as `City, ST` (e.g. `Austin, TX`). For a whole state, use the state name (`Texas`) and set `maxCitiesPerState`. **Where do the emails come from?** FastExpert publishes each agent's brokerage contact email on their listing — this actor reads the same public data a visitor sees, so most agent records include an email with no extra step. With `enrichContactEmails` on, it also crawls the agent's own website for additional contacts. **Can I get only top-producing agents?** Yes — use `minTransactions`, `minReviews` and `minRating` to keep only active, well-reviewed agents. **Can I export to Google Sheets, CSV, or Excel?** Yes — one click in the dataset view, or automatically on every run via the [Google Drive integration](https://docs.apify.com/platform/integrations/drive). **How do I monitor new agents automatically?** Turn on `monitorMode` and create a [Schedule](https://docs.apify.com/platform/schedules) (e.g. weekly). The actor remembers agents from earlier runs and emits only new ones — independent of the scheduler, which just decides when to run. **Is scraping FastExpert legal?** This actor collects publicly available data only. You are responsible for using the data in compliance with applicable laws (GDPR/CCPA for personal data) and FastExpert's terms. **A field is null — why?** Some agents genuinely don't publish a website, second phone or every stat. Fields are `null` only when the data doesn't exist, not because the scraper skipped them. ### Need help? Open an issue on the actor's **Issues** tab, or visit the [Apify help center](https://help.apify.com/). Feature requests are welcome — this actor is actively maintained. # Actor input Schema ## `locations` (type: `array`): Where to find agents on FastExpert. Use `City, ST` (e.g. `Austin, TX`, `Miami, FL`, `San Antonio, TX`) for a city listing, or a state name/abbreviation (`Texas`, `FL`) to auto-discover that state's cities. Leave empty if you only use Start URLs. ## `startUrls` (type: `array`): Paste FastExpert URLs: agent profiles (`/agents/-/`), city listings (`/top-real-estate-agents/austin-tx/`) or state hubs (`/top-real-estate-agents/texas/`). Processed in addition to any locations above. ## `maxAgentsPerCity` (type: `integer`): Cap the number of agents collected per city listing (each listing page has ~25 agents). ## `maxAgents` (type: `integer`): Global cap on the total number of agent records emitted in this run, across all locations and Start URLs. ## `maxCitiesPerState` (type: `integer`): When a location is a whole state (or a state-hub Start URL), how many of its city listings to scrape (largest cities first). ## `minRating` (type: `integer`): Keep only agents with an overall star rating at or above this value (0 = no filter). Rated 1-5. ## `minReviews` (type: `integer`): Keep only agents with at least this many reviews (0 = no filter). ## `minTransactions` (type: `integer`): Keep only agents with at least this many recent closed transactions (0 = no filter). Great for targeting active, top-producing agents. ## `specialization` (type: `string`): Optionally keep only agents matching a specialization (matched against the agent's specialization label). ## `withEmailOnly` (type: `boolean`): Keep only agents that have a contact email (the lead wedge — most agents on FastExpert do). ## `withPhoneOnly` (type: `boolean`): Keep only agents that have a phone or cell number. ## `includeAgentDetails` (type: `boolean`): Visit each agent's profile page to add the deep fields: license number & type, full bio, professional designations, awards, areas served, total sales last year and the full review list. One extra request per agent. Turn OFF for fast, low-cost bulk leads — the city listing already includes email, phone, brokerage, website, socials, geo, ratings and production stats. ## `includeReviews` (type: `boolean`): Also output review records (type `review`) from each agent's profile — star rating, review text, author and date. Requires opening profiles. ## `maxReviewsPerAgent` (type: `integer`): How many reviews to emit per agent when 'Include agent reviews' is on. ## `enrichContactEmails` (type: `boolean`): Opt-in: when an agent lists their own website, visit it (home + a contact/about page) and extract additional contact emails, phone numbers and social links. Secondary — the agent's brokerage email is already on the listing card. Only runs when a website exists. ## `deduplicateAgents` (type: `boolean`): Emit each agent only once per run (keyed by agent id / profile URL), even if they appear in multiple cities or locations. ## `monitorMode` (type: `boolean`): Remember agents already returned and emit ONLY agents not seen in previous runs (new agents in a city or state). Pairs with Apify Schedules to track new or newly-listed agents over time. Independent of the scheduler — it dedupes records, the schedule decides when to run. ## `monitorStoreName` (type: `string`): Named key-value store that holds the 'already seen' agent ids for monitoring mode. Use a different name per tracked search to keep their histories separate. ## `maxConcurrency` (type: `integer`): Maximum parallel requests. Lower it if you hit rate limits on very large runs. ## `proxyConfiguration` (type: `object`): Proxy settings. FastExpert serves clean pages to US IPs, so the default Apify datacenter proxy is enough; switch to residential for very large or high-frequency runs. ## Actor input object example ```json { "locations": [ "Austin, TX" ], "maxAgentsPerCity": 75, "maxAgents": 200, "maxCitiesPerState": 10, "minRating": 0, "minReviews": 0, "minTransactions": 0, "specialization": "any", "withEmailOnly": false, "withPhoneOnly": false, "includeAgentDetails": true, "includeReviews": false, "maxReviewsPerAgent": 25, "enrichContactEmails": false, "deduplicateAgents": true, "monitorMode": false, "monitorStoreName": "fastexpert-monitor", "maxConcurrency": 5, "proxyConfiguration": { "useApifyProxy": true, "apifyProxyCountry": "US" } } ``` # Actor output Schema ## `results` (type: `string`): All scraped records in the default dataset. Agent rows carry the full profile, contact details, brokerage, license, production stats, ratings, areas served and lead data; review rows carry their own fields. # 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 = { "locations": [ "Austin, TX" ] }; // Run the Actor and wait for it to finish const run = await client.actor("scrapesage/fastexpert-agent-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 = { "locations": ["Austin, TX"] } # Run the Actor and wait for it to finish run = client.actor("scrapesage/fastexpert-agent-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 '{ "locations": [ "Austin, TX" ] }' | apify call scrapesage/fastexpert-agent-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=scrapesage/fastexpert-agent-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "FastExpert Scraper - Real Estate Agent Leads & Reviews", "description": "Scrape FastExpert real estate agents by city, state or profile URL. Get names, brokerages, emails, phones, license numbers, production stats, ratings, reviews, areas served & leads - plus optional website contact enrichment and monitoring. No login, no browser.", "version": "0.1", "x-build-id": "paydc5jVZPcpfp9au" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/scrapesage~fastexpert-agent-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-scrapesage-fastexpert-agent-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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/scrapesage~fastexpert-agent-scraper/runs": { "post": { "operationId": "runs-sync-scrapesage-fastexpert-agent-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/scrapesage~fastexpert-agent-scraper/run-sync": { "post": { "operationId": "run-sync-scrapesage-fastexpert-agent-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "locations": { "title": "Locations (City, ST or State)", "type": "array", "description": "Where to find agents on FastExpert. Use `City, ST` (e.g. `Austin, TX`, `Miami, FL`, `San Antonio, TX`) for a city listing, or a state name/abbreviation (`Texas`, `FL`) to auto-discover that state's cities. Leave empty if you only use Start URLs.", "items": { "type": "string" } }, "startUrls": { "title": "Start URLs (agent profiles, city listings or state hubs)", "type": "array", "description": "Paste FastExpert URLs: agent profiles (`/agents/-/`), city listings (`/top-real-estate-agents/austin-tx/`) or state hubs (`/top-real-estate-agents/texas/`). Processed in addition to any locations above.", "items": { "type": "string" } }, "maxAgentsPerCity": { "title": "Max agents per city", "minimum": 1, "maximum": 2000, "type": "integer", "description": "Cap the number of agents collected per city listing (each listing page has ~25 agents).", "default": 75 }, "maxAgents": { "title": "Max agents (whole run)", "minimum": 1, "maximum": 100000, "type": "integer", "description": "Global cap on the total number of agent records emitted in this run, across all locations and Start URLs.", "default": 200 }, "maxCitiesPerState": { "title": "Max cities per state", "minimum": 1, "maximum": 500, "type": "integer", "description": "When a location is a whole state (or a state-hub Start URL), how many of its city listings to scrape (largest cities first).", "default": 10 }, "minRating": { "title": "Minimum star rating", "minimum": 0, "maximum": 5, "type": "integer", "description": "Keep only agents with an overall star rating at or above this value (0 = no filter). Rated 1-5.", "default": 0 }, "minReviews": { "title": "Minimum review count", "minimum": 0, "type": "integer", "description": "Keep only agents with at least this many reviews (0 = no filter).", "default": 0 }, "minTransactions": { "title": "Minimum recent transactions", "minimum": 0, "type": "integer", "description": "Keep only agents with at least this many recent closed transactions (0 = no filter). Great for targeting active, top-producing agents.", "default": 0 }, "specialization": { "title": "Specialization", "enum": [ "any", "residential", "commercial", "luxury", "land", "farm", "relocation" ], "type": "string", "description": "Optionally keep only agents matching a specialization (matched against the agent's specialization label).", "default": "any" }, "withEmailOnly": { "title": "Only agents with an email", "type": "boolean", "description": "Keep only agents that have a contact email (the lead wedge — most agents on FastExpert do).", "default": false }, "withPhoneOnly": { "title": "Only agents with a phone", "type": "boolean", "description": "Keep only agents that have a phone or cell number.", "default": false }, "includeAgentDetails": { "title": "Open each profile for full details", "type": "boolean", "description": "Visit each agent's profile page to add the deep fields: license number & type, full bio, professional designations, awards, areas served, total sales last year and the full review list. One extra request per agent. Turn OFF for fast, low-cost bulk leads — the city listing already includes email, phone, brokerage, website, socials, geo, ratings and production stats.", "default": true }, "includeReviews": { "title": "Include agent reviews", "type": "boolean", "description": "Also output review records (type `review`) from each agent's profile — star rating, review text, author and date. Requires opening profiles.", "default": false }, "maxReviewsPerAgent": { "title": "Max reviews per agent", "minimum": 1, "maximum": 200, "type": "integer", "description": "How many reviews to emit per agent when 'Include agent reviews' is on.", "default": 25 }, "enrichContactEmails": { "title": "Enrich contacts (crawl the agent's website for extra emails, phones, socials)", "type": "boolean", "description": "Opt-in: when an agent lists their own website, visit it (home + a contact/about page) and extract additional contact emails, phone numbers and social links. Secondary — the agent's brokerage email is already on the listing card. Only runs when a website exists.", "default": false }, "deduplicateAgents": { "title": "Deduplicate agents", "type": "boolean", "description": "Emit each agent only once per run (keyed by agent id / profile URL), even if they appear in multiple cities or locations.", "default": true }, "monitorMode": { "title": "Monitoring mode — only new agents", "type": "boolean", "description": "Remember agents already returned and emit ONLY agents not seen in previous runs (new agents in a city or state). Pairs with Apify Schedules to track new or newly-listed agents over time. Independent of the scheduler — it dedupes records, the schedule decides when to run.", "default": false }, "monitorStoreName": { "title": "Monitor store name", "type": "string", "description": "Named key-value store that holds the 'already seen' agent ids for monitoring mode. Use a different name per tracked search to keep their histories separate.", "default": "fastexpert-monitor" }, "maxConcurrency": { "title": "Max concurrency", "minimum": 1, "maximum": 20, "type": "integer", "description": "Maximum parallel requests. Lower it if you hit rate limits on very large runs.", "default": 5 }, "proxyConfiguration": { "title": "Proxy configuration", "type": "object", "description": "Proxy settings. FastExpert serves clean pages to US IPs, so the default Apify datacenter proxy is enough; switch to residential for very large or high-frequency runs.", "default": { "useApifyProxy": true, "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 } } } } } } } } } } ```