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EPICENTER “Think of it as a 24/7 personal data analytics team for every analyst. The long tail of alternative data that only the best-resourced teams could track before, now available to any investor.”
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“You guys have amazing technology and you’re right on the cutting edge of something that’s probably moving as fast as maybe the internet in the 90s. Maybe faster.”
Managing partner at a family office
“This dashboard… it didn’t only just save me a ton of time, but it’s one of those things that I probably couldn’t have.”
Analyst at a distressed fund
EPICENTER “I’ve seen a million demos and what you guys have, I think, is special.”
Head trader at a long/short fund
EPICENTER “Think of it as a 24/7 personal data analytics team for every analyst. The long tail of alternative data that only the best-resourced teams could track before, now available to any investor.”
Analyst at a long-only fund
“You guys have amazing technology and you’re right on the cutting edge of something that’s probably moving as fast as maybe the internet in the 90s. Maybe faster.”
Managing partner at a family office
“This dashboard… it didn’t only just save me a ton of time, but it’s one of those things that I probably couldn’t have.”
Analyst at a distressed fund
EPICENTER Scrape
Village How did transformer imports change last quarter, and which countries drove it?
Calling village
Imports rose 18% from the quarter before, the fastest pace in two years. Mexico was the largest source at 41% of units, and new shippers out of Vietnam drove most of the rest.
transformer-imports-q3.xlsx
Spreadsheet
| Country | Share | QoQ |
|---|---|---|
| Mexico | 41% | +22% |
| Vietnam | 19% | +64% |
| South Korea | 14% | +3% |
Connect
Anthropic, OpenAI, and Google spend on OpenRouter
Self-repair
Context
Every investor watches a different set of sources. Village learns yours, and the questions you ask of them, and turns that perspective into infrastructure.
Glassdoor job posts 
Indeed listings 
TSMC careers page 
ImportYeti manifests 
Panjiva shipments 
Census trade API 
SEC EDGAR filings 
Earnings calls 
Earth Search 
Planetary Computer 
Maricopa permits 
Arizona utility filings Analyze
Create dashboards with agents trained to analyze data rigorously and show you what matters. Backtest ideas and get alerted when your thesis breaks.
Coinbase’s Exchange API publishes daily prices and amounts traded for BTC, ETH, LTC, and BCH, which we convert into quarterly estimated trading volume.
Linear regression of reported transaction revenue YoY change on estimated trading volume YoY change, fit on Q1 2022–Q2 2025 and tested on Q3 2025–Q2 2026. Because trading volume is available at quarter end, the model can estimate revenue 30–44 days before Coinbase reports earnings.
Village collects the raw material other providers summarize away, so you can ask proprietary questions over public data.
The technology behind 25 million websites, kept as raw evidence
Shows and episodes across the open podcast ecosystem, searchable
Who every software company runs on, from their own trust centers
How any page looked on any date, back to the 1990s
A site’s progress from orbit, as a timeline you can revisit
Every SEC filing, in full text
Earnings calls, slide decks, and releases, as text
Hundreds of thousands of economic series from the St. Louis Fed
Which models and labs developers are paying for, day by day
Daily downloads for any Python package, split by operating system and CI
What developers build with, read from public commits and pull requests
How often the internet looks up a domain, ranked daily
Where an app or product ranks in the App Store, Google Play, and Amazon
What an hour of H100, H200, or B200 compute costs, across markets
Stablecoin supply by chain, and how much of it is actually moving
Odds, volume, and open interest from Kalshi and Polymarket
Trips, drivers, and robotaxi miles from the regulators that collect them
Searchable posts from founders and analysts on X
Start research from your inbox and get digests and alerts back
Our team studies the live web with the same agents and data our customers use, and publishes the findings along with the method behind them.
In September, OpenAI’s GPT-6 Astra drew OpenAI level with Anthropic in AI model spending. Three weeks after launch, Claude Opus 5.5 has pushed Anthropic back to its pre-Astra share on all three public trackers we monitor.
Read the study
Published software vulnerabilities rose 106% from January through September compared with a year earlier. Those with evidence of real attacks rose 34%.
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New math papers on arXiv, the main open archive for math, physics and computer science research, are up 78% from a year ago. Biology papers show no such acceleration.
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Shopify product catalogs turned up behind sites from all five AI builders we studied. On Lovable, about one in six stores pulls its products from Shopify.
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OpenAI passed Anthropic in spending on OpenRouter and in Ramp’s billing sample in September, and is closing in on Vercel’s AI Gateway. Model-level data trace the gain to GPT-6 Astra.
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Village’s study of 25.7 million web hosts reveals how three shared platforms can reverse Datadog’s apparent lead over New Relic.
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Across a crawl of 20.7 million hosts, Village identified 87,003 live sites managed by Lovable, Replit, Base44, v0, and Bolt. Most of the visible ones are real businesses or working products, yet none rank among the web's 10,000 most-visited sites.
Read the studySecurity
Independently audited under SOC 2 Type II: a machine of your own, no training on your data, and a product you can evaluate before connecting anything internal.
How Village handles your dataWe never use customer data to train our own or third-party AI models.
Each workspace runs on its own machine, storage, and private network, and all data is encrypted at rest and in transit.
Agents never sign in, sign up, or get past paywalls without your credentials, and every finding links to its source.
Conversations and scheduled runs keep a record of what agents did.
Independently audited controls, encrypted at rest and in transit. The report and our subprocessor list are on the Trust Center.
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Our team works with you to design agentic research workflows and create bespoke tools for the questions that matter most.
“If SemiAnalysis is making $100 million from their blog posts, this is definitely a $100 million business.”
