Tutorial

How to Migrate from SerpAPI to a Cheaper Provider

Step-by-step guide to migrating from SerpAPI to Scavio with code examples. Cut costs by 67% without changing your pipeline logic.

Migrating from SerpAPI to a cheaper provider takes 30 minutes of code changes for most projects. The key differences: endpoint URL, auth header format, and response field names. This tutorial shows the exact mapping.

Prerequisites

  • Existing SerpAPI integration
  • Python 3.8+ or Node.js 18+
  • Scavio API key (free 250 credits/mo)

Walkthrough

Step 1: Audit current SerpAPI usage

Grep your codebase for serpapi.com references and document query patterns, platforms used, and monthly volume.

Step 2: Map SerpAPI params to Scavio params

SerpAPI uses 'q' for query, 'location' for geo. Scavio uses 'query' and 'country_code'. Map each parameter.

Step 3: Update request code

Change endpoint to https://api.scavio.dev/api/v1/search, auth to x-api-key header, and params to Scavio format.

Step 4: Adjust response parsing

SerpAPI nests results under 'organic_results'. Scavio uses the same key. Adjust any field name differences.

Step 5: Test and verify

Run parallel requests to both APIs for 10 queries. Compare results to ensure coverage matches your needs.

Python Example

Python
import requests, os

# Old: SerpAPI
# resp = requests.get('https://serpapi.com/search', params={'q': 'crm software', 'api_key': key})

# New: Scavio
H = {'x-api-key': os.environ['SCAVIO_API_KEY'], 'Content-Type': 'application/json'}
resp = requests.post('https://api.scavio.dev/api/v1/search',
    headers=H, json={'query': 'crm software', 'country_code': 'us'})
data = resp.json()
for r in data.get('organic_results', []):
    print(f"{r['position']}. {r['title']}")

JavaScript Example

JavaScript
const H = {'x-api-key': process.env.SCAVIO_API_KEY, 'Content-Type': 'application/json'};
const resp = await fetch('https://api.scavio.dev/api/v1/search', {
  method: 'POST', headers: H,
  body: JSON.stringify({query: 'crm software', country_code: 'us'})
});
const data = await resp.json();
data.organic_results?.forEach((r, i) => console.log(`${i+1}. ${r.title}`));

Expected Output

JSON
1. Best CRM Software 2026 - Forbes Advisor
2. Top 10 CRM Tools Compared - G2
3. HubSpot CRM - Free CRM Software
...

Related Tutorials

Frequently Asked Questions

Most developers complete this tutorial in 15 to 30 minutes. You will need a Scavio API key (free tier works) and a working Python or JavaScript environment.

Existing SerpAPI integration. Python 3.8+ or Node.js 18+. Scavio API key (free 250 credits/mo). A Scavio API key gives you 250 free credits per month.

Yes. The free tier includes 250 credits per month, which is more than enough to complete this tutorial and prototype a working solution.

Scavio has a native LangChain package (langchain-scavio), an MCP server, and a plain REST API that works with any HTTP client. This tutorial uses the raw REST API, but you can adapt to your framework of choice.

Start Building

Step-by-step guide to migrating from SerpAPI to Scavio with code examples. Cut costs by 67% without changing your pipeline logic.