An r/ComplexWebScraping thread asked for SerpAPI alternatives. The Scavio swap is typically 15 minutes. Walk-through with curl + Python + response-shape diff.
Prerequisites
- Existing SerpAPI integration
- Scavio API key
Walkthrough
Step 1: Identify the SerpAPI calls
Usually GET https://serpapi.com/search with params.
Python
# SerpAPI shape
requests.get('https://serpapi.com/search', params={
'q': 'best ai agents 2026',
'api_key': SERPAPI_KEY,
'engine': 'google',
})Step 2: Switch to Scavio POST
POST with x-api-key header and JSON body.
Python
import requests
resp = requests.post(
'https://api.scavio.dev/api/v1/search',
headers={'x-api-key': SCAVIO_API_KEY},
json={'query': 'best ai agents 2026'},
)Step 3: Map response shape
Both return organic_results; field names align.
Text
# SerpAPI: results['organic_results'][i]['link'], ['title'], ['snippet']
# Scavio: results['organic_results'][i]['link'], ['title'], ['snippet']
# Direct map. PAA / Knowledge Graph also align.Step 4: Add multi-surface (bonus)
Same key calls Reddit, YouTube, Amazon endpoints.
Python
reddit = requests.post('https://api.scavio.dev/api/v1/reddit/search',
headers={'x-api-key': SCAVIO_API_KEY}, json={'query': 'best ai agents 2026'})Step 5: Cost-check the migration
1K calls/mo: SerpAPI Starter $25; Scavio uses ~14% of $30 tier.
Text
# 5K calls/mo: SerpAPI Developer $75 vs Scavio Project $30 (7K credits, 2K headroom)
# 15K calls/mo: SerpAPI Production $150 vs Scavio Bootstrap $100 (28K credits, 13K headroom)Python Example
Python
# Full migration ships in <30 lines for most agent code.JavaScript Example
JavaScript
// Same shape in TS/JS.Expected Output
JSON
Lower per-call cost at 5K+/mo workloads. Multi-surface (Reddit, YouTube, Amazon) under same key as bonus. SerpAPI keeps the edge on multi-engine diversity (Bing/Baidu/Yandex).