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Scavio for Financial News AI Screening

Build an automated financial news screening pipeline that monitors 100+ tickers across Google for breaking news, earnings surprises, and sector-level signals. Scavio returns structured headlines and AI Overview summaries that feed directly into LLM sentiment scoring. Monitor tickers every 30 minutes during market hours at $0.005/query. Output a ranked signal feed sorted by sentiment shift magnitude.

The Problem

Retail traders and small quant teams cannot afford Bloomberg terminals ($20K+/year) but need near-real-time financial news screening across dozens of tickers, which takes 2+ hours daily to do manually.

How Scavio Helps

  • Monitor 100+ tickers every 30 minutes for under $12/day
  • AI Overview extraction captures consensus analyst views
  • Structured snippets feed directly into LLM sentiment scoring
  • Ranked signal feed replaces 2+ hours of manual news browsing
  • Sector-level keyword monitoring catches cross-ticker themes

Relevant Platforms

Google

Web search with knowledge graph, PAA, and AI overviews

Quick Start: Python Example

Here is a quick example searching Google for "financial news screening API ticker monitoring automation 2026":

Python
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 Retail traders, small quant teams, and fintech startups building news-driven signal products

Scavio handles the search infrastructure — proxies, CAPTCHAs, rate limits, and anti-bot detection — so you can focus on building your financial news ai screening 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.

Frequently Asked Questions

Build an automated financial news screening pipeline that monitors 100+ tickers across Google for breaking news, earnings surprises, and sector-level signals. Scavio returns structured headlines and AI Overview summaries that feed directly into LLM sentiment scoring. Monitor tickers every 30 minutes during market hours at $0.005/query. Output a ranked signal feed sorted by sentiment shift magnitude. The API returns structured JSON that you can process programmatically or feed into an AI agent for automated analysis.

For financial news ai screening, use the Google Search endpoint. Each request costs 1 credit.

Yes. Scavio handles all the infrastructure — proxies, rate limits, CAPTCHAs, and anti-bot detection. Paid plans support up to 100K+ credits/month with priority support and higher rate limits.

Absolutely. Scavio integrates with LangChain, CrewAI, LlamaIndex, AutoGen, and any framework that can make HTTP requests. Build an agent that searches, analyzes, and acts on financial news ai screening data automatically.

Build Your Financial News AI Screening Solution

250 free credits/month. No credit card required. Start building with Google data today.