Scavio for Vibe-Coded Data-Grounded App

The Problem

Vibe-coded apps (built rapidly with AI coding tools) often hardcode sample data or return LLM-generated responses without grounding. Users get plausible-looking but fabricated information. The app feels like a demo, not a product, because the data is stale or fictional.

How Scavio Helps

• Replace hardcoded data with live API results
• Works with any vibe-coding tool
• Single API covers 5 platforms for diverse data needs
• 250 free credits/month for prototyping
• Users trust grounded data over LLM-generated guesses

Relevant Platforms

Quick Start: Python Example

Here is a quick example searching Google for "Vibe-coded price comparison app. Before: returns hardcoded prices from LLM training data (months stale). After: calls Scavio Amazon + Walmart endpoints for live prices. Users see current marketplace prices that match what they'd find on the actual site.":

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 Developers using Cursor, Claude Code, Bolt, or Lovable for rapid app building, indie hackers shipping MVPs, prototypers who want real data

Scavio handles the search infrastructure — proxies, CAPTCHAs, rate limits, and anti-bot detection — so you can focus on building your vibe-coded data-grounded app 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.