The Problem
Halal investing research requires both web context (analyst takes, news, retail sentiment) and fundamentals (debt ratios, revenue mix). The pre-2026 stack used 4 web vendors plus a fundamentals vendor plus an LLM — too many credentials and too much per-query cost. Consolidating web to Scavio cuts the credential count to 3.
How Scavio Helps
- 50% credential reduction
- Lower per-query cost than the four-vendor chain
- Reddit retail-sentiment layer
- Pairs with Polygon free tier for fundamentals
- Shariah filter applied at LLM, not vendor
Relevant Platforms
Web search with knowledge graph, PAA, and AI overviews
Community, posts & threaded comments from any subreddit
YouTube
Video search with transcripts and metadata
Quick Start: Python Example
Here is a quick example searching Google for "AAPL shariah compliance 2026":
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 Halal finance researchers, OSS finance contributors, Shariah-compliance product builders
Scavio handles the search infrastructure — proxies, CAPTCHAs, rate limits, and anti-bot detection — so you can focus on building your shariah-compliant investing ai agent 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.