Run a Google search via SerpApi and parse the structured JSON response. SerpApi returns organic results, knowledge graph, answer boxes, ads, local results, and more -- all as structured data. Key parameter: engine (google, bing, youtube, etc.).
serpapi package installed (see serpapi-install-auth)SERPAPI_API_KEY environment variable setimport serpapi
import os
client = serpapi.Client(api_key=os.environ["SERPAPI_API_KEY"])
result = client.search(
engine="google",
q="best programming languages 2025",
location="Austin, Texas",
hl="en",
gl="us",
num=5, # Number of results
)
# Organic results
for r in result["organic_results"]:
print(f"{r['position']}. {r['title']}")
print(f" {r['link']}")
print(f" {r.get('snippet', 'No snippet')}\n")
# Answer box (if present)
if "answer_box" in result:
print(f"Answer Box: {result['answer_box'].get('answer', result['answer_box'].get('snippet'))}")
import { getJson } from 'serpapi';
const result = await getJson({
engine: 'google',
q: 'best programming languages 2025',
location: 'Austin, Texas',
hl: 'en',
gl: 'us',
num: 5,
api_key: process.env.SERPAPI_API_KEY,
});
result.organic_results.forEach((r: any) => {
console.log(`${r.position}. ${r.title}`);
console.log(` ${r.link}`);
});
// Knowledge graph
if (result.knowledge_graph) {
console.log(`\nKnowledge Graph: ${result.knowledge_graph.title}`);
}
# Bing search
bing = client.search(engine="bing", q="Claude AI", count=5)
for r in bing["organic_results"]:
print(f"Bing: {r['title']}")
# YouTube search
youtube = client.search(engine="youtube", search_query="python tutorial")
for v in youtube["video_results"]:
print(f"YouTube: {v['title']} ({v['length']})")
# Google News
news = client.search(engine="google_news", q="artificial intelligence")
for n in news["news_results"]:
print(f"News: {n['title']} - {n['source']['name']}")
1. Python - Best programming language for beginners
https://example.com/python
Python remains the top choice...
2. JavaScript - Most versatile language
https://example.com/js
JavaScript dominates web development...
Knowledge Graph: Programming languages
| Error | Cause | Solution |
|---|---|---|
Invalid API key |
Wrong key | Check serpapi.com/manage-api-key |
No organic_results key |
Different result structure | Check search_metadata.status first |
Your searches for the month have run out |
Plan limit reached | Upgrade at serpapi.com/pricing |
| Empty results | Unusual query or location | Try without location parameter |
Proceed to serpapi-local-dev-loop for development workflow setup.