The Problem
A typical scraping stack in 2026 looks like this: one vendor for Google SERP, a second for Amazon, a third for YouTube, maybe a self-hosted Playwright fleet for the long tail. Each contract renews on its own cadence, each support channel uses a different ticketing system, and each vendor ships breaking changes you discover on Monday morning. Security teams hate the vendor sprawl, finance teams hate the invoice sprawl, and engineering teams hate the schema sprawl. The cognitive tax of keeping four integrations working is invisible but enormous.
The Scavio Solution
Scavio consolidates all four platform integrations behind one vendor, one contract, one support channel, and one schema. You delete three SDKs and three sets of webhooks. The migration is mechanical because the unified schema means your downstream consumers only need to point at a new endpoint. Once you are live, your scraping footprint is one repository, one monitoring dashboard, and one on-call target. The simplification compounds over time as each deprecated integration frees up review and maintenance bandwidth.
Before
Before Scavio, a vendor review meant four separate security questionnaires and four separate renewal negotiations. Onboarding a new engineer took a week of context just on the scraping layer.
After
After Scavio, the scraping layer fits on one architecture slide. New engineers read one doc page and ship a feature on day two.
Who It Is For
Platform engineers and CTOs running a vendor-sprawled scraping stack. If your last quarterly review included the phrase consolidate vendors, this is the cleanest consolidation path in 2026.
Key Benefits
- One vendor, one invoice, one security review to maintain
- Replace SerpApi, Oxylabs, Apify, and Bright Data with one key
- Unified schema means downstream consumers need no changes
- Drop-in Python and TypeScript clients with full type coverage
- Single monitoring dashboard for every platform you search
Python Example
import requests
API_KEY = "your_scavio_api_key"
BASE = "https://api.scavio.dev/api/v1/search"
PLATFORM_ROUTES = {
"web": "google",
"product": "amazon",
"video": "youtube",
"retail": "walmart",
}
def unified(intent: str, query: str):
platform = PLATFORM_ROUTES[intent]
r = requests.post(
BASE,
headers={"x-api-key": API_KEY},
json={"platform": platform, "query": query},
timeout=10,
)
return r.json()
print(unified("product", "mechanical keyboard")["organic"][0])JavaScript Example
const API_KEY = "your_scavio_api_key";
const BASE = "https://api.scavio.dev/api/v1/search";
const ROUTES = {
web: "google",
product: "amazon",
video: "youtube",
retail: "walmart",
};
async function unified(intent, query) {
const r = await fetch(BASE, {
method: "POST",
headers: { "x-api-key": API_KEY, "content-type": "application/json" },
body: JSON.stringify({ platform: ROUTES[intent], query }),
});
return r.json();
}
const res = await unified("product", "mechanical keyboard");
console.log(res.organic[0]);Platforms Used
Web search with knowledge graph, PAA, and AI overviews
Amazon
Product search with prices, ratings, and reviews
YouTube
Video search with transcripts and metadata
Walmart
Product search with pricing and fulfillment data