Financial analysts and fintech teams need alternative data sources beyond traditional market feeds. Consumer product pricing on Amazon and Walmart, trending search queries on Google, and community sentiment on Reddit all carry signals that move markets. Scavio lets you tap into these data streams programmatically, feeding structured search results into your models, dashboards, and trading signals.
Challenges in Finance
- Traditional financial data providers miss consumer-level pricing signals
- Alternative data from search engines and marketplaces is hard to collect at scale
- Reddit and community sentiment requires real-time, structured extraction
- Building and maintaining scrapers for multiple platforms is a full-time job
- Data consistency and uptime are critical for financial applications
How Scavio Helps
Scavio provides a single API endpoint for real-time data from Google, Amazon, Walmart, YouTube, and Reddit. Financial teams use it to track consumer product price movements, monitor search trends as leading indicators, and extract community sentiment from Reddit threads. Every response is structured JSON ready for ingestion into data pipelines, Jupyter notebooks, or production trading systems.
Relevant Platforms
Amazon
Product search with prices, ratings, and reviews
Web search with knowledge graph, PAA, and AI overviews
Community, posts & threaded comments from any subreddit
Google News
News search with headlines and sources
Key Benefits
- Access alternative data signals from consumer marketplaces and search engines
- Track product price movements as leading indicators for retail and CPG stocks
- Monitor Reddit community sentiment around specific companies or sectors
- Feed structured search data directly into quantitative models
- 99.9% uptime with consistent data formats across all platforms
Example Query
Here is how you would search for "nvidia gpu price trends" using the Scavio API:
curl -X POST https://api.scavio.dev/api/v1/search \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{"query": "nvidia gpu price trends"}'Built for Finance
Scavio handles the search infrastructure — proxies, CAPTCHAs, rate limits, and anti-bot detection — so your finance team can focus on building price monitoring solutions. 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.