TaskRabbit Scraper

Pull local-service providers from TaskRabbit at scale — every tasker's name, star rating, review count, completed-task total, Elite status, hourly rate, bio, and profile link, across 100+ US metros and roughly 211 services. Built for lead-generation teams, recruiters, and market researchers who need clean, structured local-service-provider data without copy-pasting profiles off TaskRabbit one page at a time.

Why This Scraper?

• Roughly 211 services across 16 groups — Furniture Assembly, Mounting, Moving Help, Cleaning, Handyman, Yard Work, Packing, Electrical, Plumbing, Painting, and more, addressable by their TaskRabbit service name.
• Elite Tasker flag on every record — instantly isolate TaskRabbit's top-tier vetted providers with the eliteOnly toggle instead of eyeballing badges.
• Three quality signals per tasker — 0-to-5 average star rating, total review count, and lifetime completed-task count, each available as a hard filter (minRating, minReviewCount, minTasksCount).
• Hourly rate captured per tasker — the displayed rate (e.g. "$52.13/hr") plus the raw cents value and currency, ready for pricing analysis.
• 100+ US metros by name — target Los Angeles, New York, Chicago, or any TaskRabbit city; each returns the full tasker roster for a service (up to ~675 providers per city-service pair) with no page-by-page clicking.
• Five result sort modes — order by highest rating, most reviews, most completed tasks, name A-to-Z, or leave in TaskRabbit's own ranking.
• Rich profile detail — per-tasker bio, experience level, reliability rate, avatar photo, spoken languages, special tools, vehicles, and the most-recent review snippet, not just a name and rating.
• Keyword filter across four fields — keep only taskers whose name, bio, service, or city contains your phrase, so a single run can surface, say, every "IKEA"-mentioning assembler in a metro.

Use Cases

Lead Generation

• Build targeted lists of service providers by city and service type
• Isolate Elite taskers as premium outreach prospects
• Filter to taskers above a rating and review-count floor for quality leads
• Surface providers by keyword (a tool, language, or specialty they mention)

Market Research

• Map how many taskers serve a given service in each metro
• Compare provider supply for Furniture Assembly vs. Moving Help across cities
• Track Elite-tasker density as a signal of a market's maturity
• Benchmark average ratings and review volumes between markets

Competitive Analysis

• Monitor top-rated providers in a service category over time
• Identify the most-reviewed and most-completed taskers in a metro
• Watch which providers hold Elite status and which lose it
• Compare experience levels and reliability rates across a category

Recruiting & Sourcing

• Source skilled local contractors (handymen, movers, cleaners) by metro
• Shortlist providers by completed-task volume and reliability rate
• Filter by spoken languages for language-specific staffing needs
• Pull profile links for direct follow-up on TaskRabbit

Pricing Intelligence

• Collect hourly rates across a service and metro to benchmark market pricing
• Compare Elite vs. standard tasker rates in the same category
• Track rate distributions by experience level
• Feed rate data into quoting and estimation tools

Getting Started

Simple — one search phrase

Just type what you'd search on TaskRabbit; the scraper works out the city and service:

{
    "searchQueries": ["furniture assembly los angeles"]
}

By city and service

Pick TaskRabbit cities and services by name and the scraper covers every combination:

{
    "cities": ["los-angeles", "new-york"],
    "categories": ["assemble-furniture", "help-moving"],
    "maxItems": 200
}

Advanced — filtered and sorted

Elite providers only, above a quality floor, sorted by review volume:

{
    "cities": ["chicago"],
    "categories": ["house-cleaning", "mount-art-shelves"],
    "eliteOnly": true,
    "minRating": 4,
    "minReviewCount": 25,
    "minTasksCount": 50,
    "containsKeyword": "detail",
    "sortBy": "review-count-desc",
    "maxItems": 500
}

From TaskRabbit URLs

Paste direct TaskRabbit service links to scrape exactly those:

{
    "startUrls": [
        "https://www.taskrabbit.com/services/furniture-assembly/assemble-furniture"
    ],
    "cities": ["seattle"]
}

Input Reference

What to Scrape

Fill in whichever is easiest — you can combine them.

Parameter	Type	Default	Description
searchQueries	string[]	["furniture assembly los angeles"]	Free-text phrases like "furniture assembly los angeles". The scraper infers the city and service for you.
cities	string[]	[]	TaskRabbit city names as they appear in the website address, e.g. los-angeles, new-york, chicago. Combined with your chosen services.
categories	string[]	[]	TaskRabbit service names as they appear in the website address, e.g. assemble-furniture, help-moving, mount-art-shelves. Combined with your chosen cities.
startUrls	string[]	[]	Direct links to TaskRabbit tasker or service listing pages to scrape exactly those.

Filters & Limits

Parameter	Type	Default	Description
maxItems	integer	50	The most tasker records to return in total. Set to 0 to collect everything found.
eliteOnly	boolean	false	Return only taskers flagged as Elite by TaskRabbit.
minRating	integer	—	Skip taskers whose average rating is below this value (0 to 5).
minReviewCount	integer	—	Skip taskers with fewer reviews than this.
minTasksCount	integer	—	Skip taskers who have completed fewer tasks than this.
containsKeyword	string	—	Keep only taskers whose name, bio, service, or city contains this word or phrase.
sortBy	select	Default (as found)	Order results: Default, Highest rating first, Most reviews first, Most completed tasks first, or Name (A to Z).

Output

Each row is one tasker. Here's a representative record:

{
    "recordType": "tasker",
    "taskerId": "profile_44556677",
    "userId": 44556677,
    "slug": "jordan-m",
    "name": "Jordan M.",
    "isElite": true,
    "averageRating": 4.9,
    "ratingPercentage": "100%",
    "reviewsCount": 312,
    "messageReviewsCount": 48,
    "tasksCount": 540,
    "hoursWorked": 1180,
    "hourlyRate": "$52.13/hr",
    "hourlyRateCents": 5213,
    "hourlyRateCurrency": "USD",
    "recommendedPriceCents": 5500,
    "photoUrl": "https://taskrabbit.imgix.net/photos/jordan-m.jpg",
    "bio": "Professional furniture assembler with 8 years of experience. IKEA specialist.",
    "categoryDescription": "Furniture Assembly pro since 2018",
    "experienceLevel": "expert",
    "identityLabel": "ID verified",
    "reliabilityRate": 99,
    "specialTools": "Power drill, socket set",
    "spokenLanguages": "English, Spanish",
    "vehicles": ["truck"],
    "nextAvailableAt": "2026-07-04T09:00:00Z",
    "categoryId": "33",
    "serviceName": "Furniture Assembly",
    "serviceFamily": "Furniture Assembly",
    "serviceSlug": "assemble-furniture",
    "city": "LA & OC",
    "citySlug": "los-angeles",
    "state": "California",
    "country": "United States",
    "postalCode": "90012",
    "mostRecentReview": { "comment": "Fast, friendly, and cleaned up after.", "author": "Alex R.", "date": "2026-06-28T18:12:00+00:00" },
    "profileUrl": "https://www.taskrabbit.com/profile/jordan-m",
    "sourceUrl": "https://www.taskrabbit.com/services/furniture-assembly/assemble-furniture",
    "scrapedAt": "2026-07-03T14:30:00Z"
}

Core & Quality Fields

Field	Type	Description
recordType	string	Always "tasker"
taskerId	string	Unique TaskRabbit tasker identifier
userId	number	Underlying user account ID
slug	string	Profile URL slug
name	string	Tasker display name
isElite	boolean	Whether TaskRabbit flags this tasker as Elite
averageRating	number	Average star rating, 0 to 5
ratingPercentage	string	TaskRabbit's positive-rating percentage (e.g. "100%")
reviewsCount	number	Total number of reviews
messageReviewsCount	number	Number of message-based reviews
tasksCount	number	Lifetime completed tasks
hoursWorked	number	Total hours worked on the platform

Pricing & Profile

Field	Type	Description
hourlyRate	string	Displayed hourly rate (e.g. "$52.13/hr")
hourlyRateCents	number	Hourly rate in cents
hourlyRateCurrency	string	Currency code (e.g. "USD")
recommendedPriceCents	number	TaskRabbit's recommended price in cents
photoUrl	string	Avatar photo URL
bio	string	Tasker self-description
categoryDescription	string	Short service-specific descriptor
experienceLevel	string	Experience tier for the service
identityLabel	string	Identity-verification label
reliabilityRate	number	Reliability rate
specialTools	string	Tools the tasker brings
spokenLanguages	string	Languages the tasker speaks
vehicles	string[]	Vehicles available for jobs
nextAvailableAt	string	Next available booking time
mostRecentReview	object	The tasker's most recent review: comment (review text), author (reviewer name), and date (ISO timestamp)

Service, Location & Source

Field	Type	Description
categoryId	string	Numeric TaskRabbit service ID
serviceName	string	Human-readable service name (e.g. "Furniture Assembly")
serviceFamily	string	Parent service group
serviceSlug	string	Service slug you searched under
city	string	TaskRabbit metro name (e.g. "LA & OC")
citySlug	string	City slug you searched under
state	string	State / region
country	string	Country (default United States)
postalCode	string	Postal code of the search location
profileUrl	string	Direct link to the tasker's TaskRabbit profile
sourceUrl	string	The listing URL this tasker was found on
scrapedAt	string	ISO timestamp of extraction

Tips for Best Results

• Find the city and service names in any TaskRabbit URL. Open a service page like taskrabbit.com/services/furniture-assembly/assemble-furniture — the last path segment (assemble-furniture) is the categories value. For cities, use the slug from the site address (los-angeles, new-york), all lowercase with hyphens.
• Prefer cities + categories over free-text phrases for reliable results. The city-and-service combination is exact; search phrases have to guess where the city ends and the service begins.
• Start with a small maxItems (25–50) to confirm the data fits your needs, then raise it or set it to 0 for everything.
• Combine many cities and services in one run — the scraper covers every city-and-service combination automatically, so one run can span a whole region.
• Stack the filters for tight lead lists — eliteOnly plus minRating, minReviewCount, and minTasksCount narrows thousands of providers down to a premium shortlist in a single run.
• Sort before you export — set sortBy to "Most reviews first" or "Most completed tasks first" so the highest-signal taskers sit at the top of your dataset.
• Use containsKeyword for niche specialties — a tool, brand, or language mentioned in bios (e.g. "IKEA", "Spanish") pulls out providers a plain category search can't isolate.

Pricing

From $2.50 per 1,000 results — a flat, predictable rate per tasker, with the lowest price for Gold-tier subscribers. Bronze, Silver, and Gold subscribers pay progressively less; the table below shows total cost at each discount tier.

Results	No discount	Bronze	Silver	Gold
100	$0.30	$0.28	$0.27	$0.25
1,000	$3.00	$2.80	$2.65	$2.50
10,000	$30.00	$28.00	$26.50	$25.00
100,000	$300.00	$280.00	$265.00	$250.00

A "result" is one tasker record in your dataset. No compute or time-based charges — you pay per result, plus a small fixed per-run start fee.

Integrations

Export data in JSON, CSV, Excel, XML, or RSS. Connect to 1,500+ apps via:

• Zapier / Make / n8n — Workflow automation
• Google Sheets — Direct spreadsheet export
• Slack / Email — Notifications on new results
• Webhooks — Trigger custom APIs on run completion
• Apify API — Full programmatic access

Legal & Ethical Use

This actor is designed for legitimate market research, lead generation, and competitive analysis. You are responsible for complying with applicable laws and TaskRabbit's Terms of Service. Do not use extracted data for spam, harassment, or any unlawful purpose, and handle any personal data in line with privacy regulations such as GDPR and CCPA.