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
• 500 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 (500 credits/month, no credit card required) and scale to paid plans when you need higher volume.