Migrate from SerpApi to Direct MCP & Pay-Per-Use JSON
Convert engine=google_jobs and engine=google_ads_transparency_center calls into native Model Context Protocol (MCP) tools, Python, Node.js, or cURL. Compare exact field schemas and calculate when SerpApi's Free/Starter plan is cheaper vs. when hirepulse pay-per-use saves subscription costs.
next_page_token. HirePulse fetches up to 200 jobs in 1 search charge ($0.005 + $0.001/job).
Step 3: Fair & Transparent Monthly Cost Calculator
Assumes the default 40 ads per SerpApi search, and counts an empty search as one SerpApi search (this is our assumption, not verified). Compares verified SerpApi tiers (checked 2026-10-16 at serpapi.com/pricing) against HirePulse pay-per-use pricing on the Apify Store (apify.com/pricing).
Step 4: Verified 1:1 Field Mapping — Google Jobs
Based on SerpApi documentation (checked 2026-10-16) and live hirepulse/google-jobs-scraper output records.
| Category | SerpApi Field (Checked 2026-10-16) | HirePulse Field | Migration Notes & Verified Behavior |
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