SERP API & data engineering
How we turn Google results into stable JSON — SERP features, pagination, latency, and the schema decisions behind the SERP API.
-
Bing Search API alternatives: what developers and AI agents use now
Microsoft retired the Bing Search APIs on August 11, 2025. Compare its replacement, Grounding with Bing, with other search APIs for apps and AI agents.
Serplify Team Read -
Google Custom Search API is shutting down: what to use instead before 2027
Google's Custom Search JSON API is closed to new customers and ends January 1, 2027. See who is affected, what Google suggests, and how to move your code.
Serplify Team Read -
Google Search MCP Server: Give Claude, Cursor or Any AI Agent Live Google Results (Python Tutorial)
Build a Google search MCP server in Python that gives Claude Desktop, Cursor or any MCP client live Google results, AI Overviews and People Also Ask as JSON.
Serplify Team Read -
How to scrape Google search results with Python (and why a plain request gets no results)
How to scrape Google search results with Python: the script, what Google sent back to it in September 2026, what a working scraper needs, and the API route.
Serplify Team Read -
How to use a SERP API: your first Serplify request, step by step
How to use a SERP API to get live Google results as JSON: create a key, test in the Playground, read the response and copy the request into your code.
Serplify Team Read -
How we parse Google SERP features into stable JSON
How Serplify turns a Google results page into typed JSON: 9 fully typed features, 40 more block types, two rank fields, parser versions and golden tests.
Serplify Team Read
Related product
Ready to try the SERP API?
Real-time Google SERP API with AI-ready JSON — 26+ SERP feature types, location and device targeting, 99.9% uptime — full live SERPs at a fraction of the going rate.