Scrape Google Local Services: Data, APIs, and Limits

To scrape Google Local Services, use a tool that explicitly supports the Local Services surface. A standard Maps search can identify local service businesses, but it does not prove that those businesses appear in Local Services Ads.

This matters when building competitor reports. A list of plumbers is a market sample. A list of providers observed in a paid placement is an advertising observation. Neither is a list of homeowners requesting plumbing work.

Identify the surface you need

If your target is the three-business map feature, start with our local-pack scraping guide. For the definition and ranking context, see Google local pack explained.

What can a Local Services collector return?

Providers may expose business names, displayed ratings and review counts, service areas, profile links, images, and other attributes visible in their captured results. Field availability varies by category, geography, and layout.

SerpApi's Local Services tutorial demonstrates this as a dedicated workflow. Octoparse's Local Services template also distinguishes its template from broader Maps collection.

Before choosing a tool, inspect a current sample response for your intended market. Check the fields you need rather than assuming a generic feature list applies to every country.

A useful record structure

Keep the observed provider information alongside the search that produced it:

• Exact query and requested location.
• Country, language, and device where supported.
• Collection timestamp.
• Provider name and source URL.
• Position within the captured result set.
• Displayed category, service area, rating, and review count.
• Any explicitly returned advertising or badge fields.

Preserve missing values as missing. Do not turn an absent badge field into a statement that the business failed a verification check, or infer a paid placement from a Maps listing.

Validate a small sample first

Run a single service and location. Compare several returned providers against the source results and check whether the response represents the intended surface.

Then answer three questions: does the provider cover your country, does it collect the fields you need, and does it retain enough context to compare later runs?

If you compare observations over time, keep the settings consistent. A provider that disappears from one search has disappeared from that observation; it has not necessarily closed its business or stopped advertising everywhere.

When Maps business data is the better fit

For agencies looking for local businesses to serve, the broader Maps dataset may be more relevant than a list of advertisers. Search a niche, review the public details, and qualify individual companies against your offer.

curl --get "https://sensecollect.com/v1/maps/search" \  --data-urlencode "query=plumbers" \  --data-urlencode "location=Manchester, United Kingdom" \  --data-urlencode "limit=25" \  -H "x-api-key: $SENSECOLLECT_KEY"

This is a Maps business search, not a Local Services Ads scrape. SenseCollect offers business listing and contact research through its Maps API; it has no dedicated Local Services Ads endpoint.

Frequently asked questions

Does a scraper provide a service company's incoming leads?

No. Public provider listings describe businesses. Customer requests, messages, and account performance are different information and are not returned by SenseCollect's Maps search.

Can I use the same ranking field for Maps and Local Services?

Keep them separate. An ordering in a Maps response and an observed Local Services position describe different result sets.

Is every local business represented in Local Services results?

Do not treat an observed results page as an exhaustive directory. Search settings, availability, and the specific surface all limit what you see.

What should I do with the collected businesses?

Verify category and geography, deduplicate deliberately, and identify a relevant business need before deciding whether a contact is appropriate. Our local business leads guide explains the workflow.