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Scavio for Building Your Own Search Infrastructure

Build custom search infrastructure for your AI products instead of depending on third-party platforms that change pricing, shut down, or get acquired. Use a search API as the foundation layer and add your own caching, routing, and business logic on top.

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The Problem

AI teams that depend on a single search provider face existential risk when that provider changes terms. Tavily's acquisition, Brave's free tier removal, and Google CSE's closure all happened within 12 months. Building your own layer adds resilience.

How Scavio Helps

  • Build a search abstraction layer with caching, routing, and fallback logic
  • Add your own rate limiting, cost controls, and access management
  • Provider-agnostic interface: swap underlying API without changing your product code
  • Multi-platform coverage: Google, Amazon, YouTube, Walmart, Reddit, TikTok
  • Start at $0.005/credit, scale with $30/month plan (7K credits)

Relevant Platforms

Google

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

Reddit

Community, posts & threaded comments from any subreddit

TikTok

Trending video, creator, and product discovery

Quick Start: Python Example

Here is a quick example searching Google for "search infrastructure layer ai product architecture 2026":

Python
import requests

API_KEY = "your_scavio_api_key"

response = requests.post(
    "https://api.scavio.dev/api/v1/search",
    headers={
        "x-api-key": API_KEY,
        "Content-Type": "application/json",
    },
    json={"query": query},
)

data = response.json()
for result in data.get("organic_results", [])[:5]:
    print(f"{result['position']}. {result['title']}")
    print(f"   {result['link']}\n")

Built for AI platform engineers, CTO-level decision makers, and infrastructure teams building search-dependent products

Scavio handles the search infrastructure — proxies, CAPTCHAs, rate limits, and anti-bot detection — so you can focus on building your building your own search infrastructure solution. The API returns structured JSON that is ready for processing, analysis, or feeding into AI agents.

Start with the free tier (50 credits on signup, no credit card required) and scale to paid plans when you need higher volume.

Frequently Asked Questions

Build custom search infrastructure for your AI products instead of depending on third-party platforms that change pricing, shut down, or get acquired. Use a search API as the foundation layer and add your own caching, routing, and business logic on top. The API returns structured JSON that you can process programmatically or feed into an AI agent for automated analysis.

For building your own search infrastructure, use the Google Search, Amazon Search, YouTube Search, Walmart Search, reddit, tiktok endpoints. Each request costs 1 credit.

Yes. Scavio handles all the infrastructure — proxies, rate limits, CAPTCHAs, and anti-bot detection. Paid plans support up to 100K+ credits/month with priority support and higher rate limits.

Absolutely. Scavio integrates with LangChain, CrewAI, LlamaIndex, AutoGen, and any framework that can make HTTP requests. Build an agent that searches, analyzes, and acts on building your own search infrastructure data automatically.

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Feed real-time data into AI content generation pipelines. Search Google for facts and YouTube for ex

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Google API

Web search with knowledge graph, PAA, and AI overviews

Read more

Amazon API

Product search with prices, ratings, and reviews

Read more

YouTube API

Video search with transcripts and metadata

Read more

Scrape Google with Python

Python tutorial for Google

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Build Your Building Your Own Search Infrastructure Solution

50 free credits on signup. No credit card required. Start building with Google, Amazon, YouTube, Walmart, Reddit, TikTok data today.

Get Started FreeRead the Docs
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