Thumbtack Pros Scraper [$3/1K] | Reviews & Leads

Thumbtack Pros Scraper - Profiles, Reviews & Leads

Turn Thumbtack pro pages into deep business profiles and individual reviews.

How It Works

Looking for a Thumbtack scraper or a practical Thumbtack API alternative? Paste public Thumbtack pro profile URLs and collect business names, ratings, review counts, hire counts, review qualifiers, badges, services, business facts, payment details, FAQs and location. A second dataset holds individual reviews with reviewer, rating, date, job details and owner replies.

Use the dataset for local vendor research, lead generation, reputation monitoring and competitive analysis. Export as JSON, CSV or Excel, or pull results through the Apify API. Pay from $3.00 per 1,000 profiles, plus $0.001 per review.

What You Get

• Business name, rating, review count and review qualifier
• Hire count, badges, years in business and employee count
• About text, services, business facts, payment info and FAQs
• Individual reviews with reviewer, rating, date, job details and replies
• Profile URL and location context

Input

Field	Type	Default	Description
profileUrls	array	required	Thumbtack pro profile URLs.
maxReviews	integer	50	Maximum reviews per profile. Zero means all available.
includeReplies	boolean	true	Keep the business owner's reply with each review.
zipCode	string	-	US ZIP code used as the local context for the profile.
proxyConfiguration	object	-	Optional proxy configuration for the run.

Example Input

{
  "profileUrls": [
    "https://www.thumbtack.com/ca/menlo-park/house-cleaning/hilda-chavez-cleaning-services/service/548048316559269891"
  ],
  "maxReviews": 20,
  "includeReplies": true,
  "zipCode": "94025"
}

Output

One dataset item per record.

Field	Description
businessName, profileUrl	Business identity and page.
rating, numReviews, reviewQualifier	Reputation summary.
numHires, badge, businessFacts	Hiring and trust signals.
services, about, paymentInfo, faqs	Profile detail.
Reviews: reviewer, rating, date, text, jobDetails, response	Individual review rows.
location, searchTerm, scrapedAt	Context and timestamp.

Example Output

{
  "businessName": "Hilda Chavez Cleaning Services",
  "rating": 5,
  "numReviews": 23,
  "numHires": 21,
  "reviewQualifier": "Exceptional",
  "businessFacts": [
    "Hired 21 times",
    "Background checked",
    "1 employee",
    "2 years in business"
  ],
  "location": "Menlo Park, CA"
}

Pricing

Volume	Cost
1 profile	$0.003
1,000 profiles	$3.00
1 review	$0.001

Profiles and reviews are billed per result. The standard Actor start charge applies to each run.

Integrations

• Export the dataset as JSON, CSV or Excel from Apify.
• Pull results through the Apify API.
• Schedule repeat runs for monitoring and change tracking.
• Connect webhooks to Slack, Google Sheets, Make, Zapier, n8n or your own workflow.

FAQ

Where do reviews go?

Profiles are written to the default dataset and individual reviews to the reviews dataset.

Can I collect reviews only?

Set maxReviews above zero and use profile URLs. Each profile still produces one profile row.

Are replies included?

Yes when includeReplies is enabled and the pro has responded publicly.

Legal & Compliance

This Actor collects publicly available information. It is not affiliated with, endorsed by or sponsored by the data source. Users are responsible for complying with applicable terms, privacy laws and data-protection regulations.