Pricing

from $10.00 / 1,000 results

Thumbtack Pro Scraper

Scrape service providers from Thumbtack across categories like plumbers, cleaners, electricians, photographers, and more. Extract ratings, reviews, pricing, hires, response times, business details, categories, and profile data with city, state, and ZIP-based scraping modes.

Pricing

from $10.00 / 1,000 results

Rating

0.0

(0)

Developer

Jamshaid Arif

Actor stats

Bookmarked

Total users

Monthly active users

a day ago

Last modified

What you get per pro

~20 fields including:

Identity: business name, profile URL, avatar image, "Top Pro" badge
Reviews: rating, review count, qualifier ("Exceptional", "Excellent", "Great"), one featured review
Hire signals: total hires, average response time, urgency pills ("In high demand", "Great value")
Pricing: hourly rate, price range
Business info: full description, founding year, employee count, city, state
Categorization: every category and ZIP this pro surfaced under

Iteration modes

Thumbtack only returns 10 pros per page in the initial HTML. To get more, the actor offers four modes:

Mode	Loops over	Requests	Typical pro count
single	nothing	1	~10
related	related categories	~27	30–80
zips	ZIP codes	~15	40–100
wide	categories × ZIPs	50–400	100–400

Area control

Three ways to scope the search (pick one):

state + city ("tx", "austin") — hits Thumbtack's canonical city URL
zipCode ("78701") — overrides Thumbtack's IP geolocation
zips (["10001", "10011", "10025"]) — required for mode=zips or mode=wide

If none provided, Thumbtack falls back to the actor's IP geolocation.

Important: anti-bot

Thumbtack runs Akamai Bot Manager. From a datacenter IP (default Apify IP pool), you'll hit HTTP 202 challenges within a few minutes of scraping.

Strongly recommended: enable Apify Proxy with the RESIDENTIAL group. The input schema defaults to this. Without residential, expect rate limiting after ~10-30 requests.

Example inputs

Just look up handyman pros in Austin

{
    "categorySlug": "handyman",
    "mode": "single",
    "state": "tx",
    "city": "austin"
}

Get every handyman-adjacent pro in Las Vegas

{
    "categorySlug": "handyman",
    "mode": "related",
    "state": "nv",
    "city": "las-vegas",
    "maxCategories": 15,
    "sleepBetween": 4
}

{
    "categorySlug": "house-cleaning",
    "mode": "wide",
    "zips": ["10001", "10011", "10025", "11201", "11215"],
    "relatedCategories": ["deep-house-cleaning-services", "carpet-cleaning"],
    "sleepBetween": 5
}

Output

Results land in the default dataset. Each pro is one item. Use the Overview view in Apify Console for a quick table, or Full record to see every field. g

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