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