The Problem
LLMs hallucinate package names in roughly 1 in 5 coding suggestions and attackers pre-register the common ones. CVE feeds arrive post-install; real damage has hit production startups in 2026. Teams need pre-install verification they can drop into any AI coding workflow.
How Scavio Helps
- Catches 100% of hallucinated names with zero community footprint
- 2 Scavio calls (~60 credits) per verification
- Works for npm, PyPI, cargo, and any package registry
- Dropped into Claude Code and Cursor pre-install hooks
- Reddit signal surfaces early warning reports before CVE
Relevant Platforms
Web search with knowledge graph, PAA, and AI overviews
Community, posts & threaded comments from any subreddit
Quick Start: Python Example
Here is a quick example searching Google for "npm ultra-fast-json-parser-pro":
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 Platform engineers, security leads, AI tooling teams, CI owners
Scavio handles the search infrastructure — proxies, CAPTCHAs, rate limits, and anti-bot detection — so you can focus on building your npm package integrity verification solution. The API returns structured JSON that is ready for processing, analysis, or feeding into AI agents.
Start with the free tier (250 credits/month, no credit card required) and scale to paid plans when you need higher volume.