LinkUp alternative for live job boards: inventory vs labour-market research

Is your customer applying for a job or studying hiring?

A job seeker asks whether a vacancy is relevant and whether there is a working application path. An analyst may ask how an employer’s hiring changed over several years or how demand differs across sectors. Both questions involve job postings, but they require different records, definitions and delivery contracts.

LinkUp says it sources directly from employer websites and describes historical labour-demand data beginning in 2007. Employer sourcing is therefore not a unique differentiator for The Jobs API in this comparison. The relevant distinction is whether the product and delivery model fit a small team building a current job experience.

The Jobs API offers self-serve plans starting at $50 per month, with documented search, details and updates for Canada and the United States. We publish this guide to help builders assess that fit. It is not a claim that our current catalogue replaces LinkUp’s historical research data.

• LinkUp data overview
• Our product and plans

Which data contract matches the use case?

These columns describe requirements rather than mutually exclusive vendor capabilities. A provider may offer several products. Ask for the particular dataset, endpoint and refresh contract that support your use case, then compare those deliverables.

Avoid choosing a large historical record count for a product that needs current vacancies, or a current API for research that needs a consistent longitudinal panel. The larger number may answer the wrong question.

What does a job board gain from a focused API?

A maintained search interface lets your team implement a useful first version without importing a broad research dataset. Start with the locations and occupations your audience needs, render complete descriptions and design filters around facts that are actually available. The work stays close to the product experience.

The Jobs API supports text and HTML descriptions, original URLs and available source fields. It also exposes changes so your integration can maintain a stored catalogue. You still need quality review and application engineering, but you can evaluate the interface with a small trial before committing to a larger project.

The strongest advantage is operational fit: a clear subscription, a bounded evaluation and an interface aimed at the job records your app consumes. We do not quote a LinkUp price here because this guide does not establish a comparable contracted package. A public entry price on one side is not proof of a universal price advantage.

• Search and detail documentation
• Description formats

How do you avoid turning postings into misleading statistics?

A posting is not always a headcount opening. One advertisement can recruit several people, and one requisition can appear in multiple places or languages. An employer may also publish an evergreen application page. State the unit before presenting a chart labeled jobs, vacancies or hiring.

Coverage changes can look like economic changes. If a collector adds a large employer this month, newly discovered postings are not automatically newly created demand. Compare the same verified employer panel when assessing a trend, and retain the dates when each employer entered or left your observation set.

For an illustrative example, a panel with 100 eligible postings last month has 110 this month, while 50 more appear from newly added employers. The consistent-panel increase is ten, not sixty. Neither number proves 10% headcount growth. The example concerns observed postings under a defined inclusion rule.

If you need research conclusions, ask for historical retention, treatment of reposts, closed-job definitions and coverage revisions. Our current API should not be described as a complete point-in-time historical archive. Select the product whose documented history supports the question you intend to answer.

What should you test for current vacancy coverage?

Choose the essential employers and locations before sampling either service. Inspect original careers pages and record source identifiers, eligibility rules and observation times. If you have only checked one page of a large employer board, call the result a spot check rather than a complete coverage denominator.

Measure distinct matched requisitions separately from returned source rows. Check that locations, descriptions and application links correspond to the same posting. A multi-location role should not become several supposedly independent vacancies solely because the API returns multiple geographic projections.

Include less prominent employers and the languages your audience needs. A Canadian regional board should not be judged only on large English-language technology employers. The Jobs API focuses on Canadian and US job products, but a market focus does not guarantee every required employer is present. Use the trial to establish fit.

• A provider coverage scorecard
• Canadian coverage

How should updates and monthly usage be budgeted?

List the initial import, newly returned jobs, modifications, details and reconciliation reads. Estimate each operation using the documented metering rules. A stored vacancy count is not the same as monthly API usage, especially when you reread records during a backfill or recovery.

Our 20,000-job plan includes 10,000 requests and costs $50 USD monthly. The separate expired-ID feed is available from that plan, while /v1/modified-ats starts at 50,000 jobs. The ordered /v1/changes endpoint is available on every plan and covers a country rather than inheriting your niche search filters.

Do not use a research dataset’s update frequency as a substitute for application-level removal logic. Your consumer must process changes reliably, avoid treating temporary source failures as closures and retain checkpoints safely. Ask each vendor how its delivery contract supports that responsibility.

• Our sync strategy documentation
• Metering and limits

Which option should make your shortlist?

Put The Jobs API on the shortlist when your product is a current US or Canadian board, matching tool or job-search experience. The seven-day trial includes 500 jobs and 50 requests without a card. Use it to assess required employers, description quality and the integration path, not just the appearance of the first response.

Evaluate LinkUp when the central requirement is a historical labour-market dataset or research methodology. Its employer-sourced positioning means a fair comparison must look beyond source type. Request the historical definitions, delivery and commercial terms appropriate to the analysis.

If you need both, keep the operational catalogue and research observations conceptually separate. A current job page can update as a role changes, while a historical observation must retain the meaning it had at the recorded time. One database table should not silently serve both purposes without those distinctions.