# Alternative data

> Turn web signals, hiring, app ranks, reviews, listings, into alternative data that leads the reported numbers. Clean series, refreshed on your schedule.

## Web signals turned into clean time series, before the reported numbers move.

Hiring, app ranks, reviews, store footprints. Web signals turned into clean series that move ahead of the reported numbers.

Illustrative · refreshed on your run

## The web moved first. The print caught up.

Web signal against the reported metric. The gap is the edge.

## The desk runs on the open web.

Every signal below is one clean series, pulled and refreshed. Hover a source.

- Hiring & layoffs Postings and cuts as a demand and cost proxy.

- App & store ranks Rank and review velocity as a consumer proxy.

- Store footprint Openings and closures from store locators.

- Product & pricing Assortment and price moves across sellers.

- Shipping & logistics Listings and lead times as a supply proxy.

- Sentiment Reviews, forums, and news, scored over time.

## Point-in-time. Auditable. Yours.

- Point-in-time Captured with a timestamp, so backtests aren't contaminated.

- Provenance kept Source URL and capture time on every point.

- Protected sites Behind logins and anti-bot, returned clean.

- On your schedule Run it intraday or daily, straight into your warehouse.

## One feed. Every desk.

The same series serve the work next door.

## Stop trading on the print.

_Canonical HTML: https://www.zenrows.com/solutions/finance_

## Site Navigation

### Global Hub
- [Home](https://www.zenrows.com/index.md)
- [Pricing](https://www.zenrows.com/pricing.md)
- [Products](https://www.zenrows.com/products.md)
- [Agent Toolkit](https://www.zenrows.com/agents.md)
- [Compare](https://www.zenrows.com/compare.md)
- [Alternatives](https://www.zenrows.com/alternatives.md)
- [Blog](https://www.zenrows.com/blog)
- [Docs](https://docs.zenrows.com)
- [llms.txt](https://www.zenrows.com/llms.txt)
- [Agent skill](https://www.zenrows.com/SKILL.md)

### On This Topic
- [Solutions overview](https://www.zenrows.com/solutions.md)
- [AI Agents](https://www.zenrows.com/solutions/ai-agents.md)
- [Pricing intelligence](https://www.zenrows.com/solutions/pricing-intelligence.md)
- [Competitive intelligence](https://www.zenrows.com/solutions/competitive-intelligence.md)
- [Lead and account enrichment](https://www.zenrows.com/solutions/lead-enrichment.md)
- [Marketplace and catalog ingestion](https://www.zenrows.com/solutions/marketplace-catalog.md)
- [SERP & SEO monitoring](https://www.zenrows.com/solutions/serp-monitoring.md)
- [Market research](https://www.zenrows.com/solutions/market-research.md)
- [AI training data](https://www.zenrows.com/solutions/ai-training-data.md)
- [Fraud & compliance monitoring](https://www.zenrows.com/solutions/fraud-compliance.md)
- [Alternative data](https://www.zenrows.com/solutions/alternative-data.md)
- [Real estate data](https://www.zenrows.com/solutions/real-estate.md)
- [Travel data](https://www.zenrows.com/solutions/travel.md)
- [Job market intelligence](https://www.zenrows.com/solutions/jobs.md)
- [E-commerce](https://www.zenrows.com/solutions/ecommerce.md)
- [Social media](https://www.zenrows.com/solutions/social-media.md)
- [News & media](https://www.zenrows.com/solutions/news-media.md)
- [Logistics](https://www.zenrows.com/solutions/logistics.md)