Extract Google Jobs results — job titles, listing snippets, and locations — as structured JSON for job-market intelligence, hiring-trend analysis, and recruitment sourcing workflows.
Structured output
Use Crawlora's Google Jobs API to collect public Google Jobs listings without maintaining your own parser, proxy routing, retries, or response normalization layer. The endpoint accepts a search payload and returns structured JSON that can power job-market dashboards, hiring-trend analysis, recruitment sourcing, and labor-market research.
Lead and research workflows
Crawlora helps teams record which roles and employers appear for a query and location in Google Jobs, and how hiring activity changes over time across markets.
Lead generation workflowsRequest schema
These parameters come from the active Search Google Jobs catalog entry.
| Parameter | Type | Required | Description | Example |
|---|
Example JSON
This example is rendered from the active endpoint catalog so the page stays aligned with Docs and Playground.
{
"code": 200,
"msg": "OK",
"data": {
"query": "software engineer",
"location": "San Francisco, CA",
"page": 1,
"results": [
{
"title": "Software Engineer",
"snippet": "Software Engineer · Example"
}
]
}
}Endpoint catalog
/google/jobsReturns normalized Google Jobs results parsed from public Google web responses.
Managed execution
Crawlora wraps request handling, proxy-aware collection, response parsing, and documented error behavior behind a stable API surface for supported public Google Jobs responses.
Request logic for public Google Jobs responses
Proxy-aware collection and retry-aware execution where supported
Challenge-aware behavior for unusable upstream responses
Normalized JSON responses with Playground-tested examples
Credit-based usage tied to documented endpoint costs
Crawlora detects unusable upstream responses and returns documented errors instead of silently returning broken HTML.
Build or buy
Use this comparison to decide whether to maintain scraping infrastructure internally or call a managed endpoint.
| Requirement | Building internally | Crawlora |
|---|---|---|
| Proxy rotation | Buy, test, rotate, and monitor proxy pools. | Use managed proxy-aware collection where supported. |
| Parser maintenance | Maintain selectors as the Jobs layout changes. | Use parsers maintained behind the API. |
| Schema normalization | Design and version your own response model. | Receive documented JSON fields from the catalog. |
| Retries and error classification | Classify challenges, empty pages, and upstream failures yourself. | Receive documented errors for unusable upstream responses. |
| Endpoint docs | Write and maintain internal API documentation. | Use generated Docs pages from the active endpoint catalog. |
| Playground testing | Build a test console for developers. | Test the same endpoint in Playground before shipping. |
| Usage billing | Create your own metering and limits. | Use credit-based usage and plan limits. |
Crawlora is not the official Google for Jobs or Google Cloud Talent Solution API and is not affiliated with Google. Crawlora provides structured public web data extraction endpoints for supported Google Jobs responses. Data may be delayed, normalized, or change when upstream pages change. Customers are responsible for ensuring their use complies with applicable laws, third-party rights, platform terms, and Crawlora terms.
Related APIs
Connect this endpoint with adjacent Crawlora search, monitoring, docs, and pricing pages.
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OpenTurn public listings into structured sourcing and outreach data.
OpenEnrich employers and roles with structured company signals.
OpenFold hiring activity into labor-market and competitor research.
OpenReview plans, credits, limits, and usage options.
OpenBrowse the full active endpoint catalog.
OpenFAQ
Answers for developers evaluating Crawlora for supported public search result pages.
Yes. Crawlora provides a Google Jobs endpoint that accepts a search payload and returns normalized JSON parsed from public Google Jobs responses through a documented API route.
The endpoint accepts a JSON search payload with a query, a location, and a page for pagination. The response echoes the query and location and includes the parsed job results.
The catalog example includes the query, location, page, and a list of results with job titles and listing snippets.
Yes. Teams use it to track hiring demand by role and location, analyze labor-market and skills trends, and source roles for recruitment workflows. Pair it with the lead generation and company data enrichment use cases for sourcing pipelines.
No. Crawlora is not the official Google for Jobs or Cloud Talent Solution API and is not affiliated with Google. Crawlora provides structured public web data extraction endpoints for supported Google Jobs responses.
Crawlora detects unusable upstream responses and returns documented errors instead of silently returning broken HTML. Customers should handle errors, retries, and upstream availability changes in their integrations.
Test /google/jobs in Playground, inspect the current response schema in Docs, and compare credit-based usage on the pricing page.