Overview
n8n web scraping workflows break when target sites change their HTML structure. This workflow replaces scraping nodes with search API calls that return structured JSON regardless of site changes. No proxy rotation, no CAPTCHA handling, no HTML parsing.
Trigger
n8n webhook or schedule trigger
Schedule
Configurable via n8n trigger
Workflow Steps
Configure HTTP Request node
Set up the n8n HTTP Request node to POST to the search API with your API key in the x-api-key header.
Set search parameters
Use an n8n Set node to configure the platform (google, youtube, amazon) and query from the trigger input.
Parse structured results
The API returns clean JSON. Use an n8n Function node to extract the fields you need: titles, URLs, prices, or descriptions.
Route by data type
Use an n8n Switch node to route results to different destinations: Google results to a spreadsheet, YouTube results to a database, Amazon prices to a monitoring dashboard.
Python Implementation
import requests, os
H = {"x-api-key": os.environ["SCAVIO_API_KEY"], "Content-Type": "application/json"}
def n8n_search_replacement(platform, query):
"""Drop-in replacement for n8n scraping nodes."""
r = requests.post("https://api.scavio.dev/api/v1/search", headers=H,
json={"platform": platform, "query": query}).json()
if platform == "google":
return [{"title": o["title"], "url": o.get("link", ""), "snippet": o.get("snippet", "")}
for o in r.get("organic", [])[:10]]
elif platform == "youtube":
return [{"title": v["title"], "channel": v.get("channel", ""), "views": v.get("views", "")}
for v in r.get("video_results", [])[:10]]
elif platform == "amazon":
return [{"title": p["title"], "price": p.get("price", ""), "rating": p.get("rating", "")}
for p in r.get("product_results", [])[:10]]
return r
results = n8n_search_replacement("google", "best n8n alternatives 2026")
print(f"Got {len(results)} structured results (no scraping, no proxies)")JavaScript Implementation
const H = {"x-api-key": process.env.SCAVIO_API_KEY, "Content-Type": "application/json"};
async function n8nSearchReplacement(platform, query) {
const r = await fetch("https://api.scavio.dev/api/v1/search", {
method: "POST", headers: H,
body: JSON.stringify({platform, query})
}).then(r => r.json());
if (platform === "google") {
return (r.organic || []).slice(0, 10).map(o => ({
title: o.title, url: o.link || "", snippet: o.snippet || ""
}));
} else if (platform === "youtube") {
return (r.video_results || []).slice(0, 10).map(v => ({
title: v.title, channel: v.channel || "", views: v.views || ""
}));
} else if (platform === "amazon") {
return (r.product_results || []).slice(0, 10).map(p => ({
title: p.title, price: p.price || "", rating: p.rating || ""
}));
}
return r;
}
n8nSearchReplacement("google", "best n8n alternatives 2026").then(r =>
console.log(`Got ${r.length} structured results (no scraping, no proxies)`)
);Platforms Used
Web search with knowledge graph, PAA, and AI overviews
YouTube
Video search with transcripts and metadata
Amazon
Product search with prices, ratings, and reviews