Jobs to Be Done
- Replace placeholder arrays in vibe-coded apps with real data
- Ship MVPs that work when a real user clicks search
- Avoid standing up a backend to launch a prototype
- Plug product data, reviews, and news into AI-generated UI
- Iterate quickly on UI without rewriting the data layer
Common Workflows
Mock-to-live upgrade
Swap any generated hardcoded array for a fetch to the Scavio search endpoint. Works identically in Bolt, Lovable, v0, and Replit Agent.
Example: // replace [mockProducts] with await scavio.amazon(query)
Multi-platform composition
Blend Google, Amazon, YouTube, and Reddit results on the same screen using one API key. No per-platform auth or proxy setup.
Example: Promise.all([scavio.amazon(q), scavio.youtube(q), scavio.reddit(q)])
Ship-in-a-weekend launches
Go from idea to live MVP in a weekend by treating Scavio as the backend and deploying via the vibe-coding tool's built-in deploy button.
Example: lovable.deploy() + SCAVIO_API_KEY
Pain Points Scavio Solves
- Vibe-coded apps ship with fake data out of the box
- Integrating five vendor APIs breaks the vibe
- Rate limits from free public APIs kill demos under load
- No backend experience to build a custom data layer
Tools Vibecoders Pair With Scavio
Bolt.new, Lovable, v0, Replit Agent, Supabase, Vercel. Scavio returns structured JSON that fits into any of these tools.
Quick Start
import requests
response = requests.post(
"https://api.scavio.dev/api/v1/search",
headers={"x-api-key": "your_scavio_api_key"},
json={"query": "scavio.amazon('wireless earbuds')"},
)
data = response.json()
# Analyze results for your workflow
for result in data.get("organic_results", [])[:10]:
print(result["title"], "-", result["link"])Platforms You Will Use
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
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