
Thematic Stock Screening
Cheaply and quickly screen any stock index by any thesis, with research and judgment.
$3.29 for 502 companies • 0.6¢/row
Research, then categorize
A classifier researches each row on the web, then categorizes or filters by what it finds. Describe your criteria in plain English.
▶ 2-min demo video coming soon
claude plugin marketplace add futuresearch/everyrow-sdk claude plugin install everyrow@futuresearch Then ask: "Screen stocks.csv for companies with founder still as CEO"
pip install everyrow
from everyrow.ops import screen
result = await screen(
task=">75% recurring
revenue, CHIPS Act
beneficiaries",
input=sp500
)Start with $20 in free credits. No credit card required. Costs scale with the research complexity needed to evaluate each row.
| Case study | Rows | Cost | Per row |
|---|---|---|---|
| Filter job postings by criteria | 3,616 | $4.24 | 0.1¢ |
| Filter S&P 500 by thesis | 502 | $3.29 | 0.7¢ |
| Find founder-led companies | 500 | $3.34 | 0.7¢ |
everyrow.io/screen uses progressive intelligence, meaning it starts with simple judgments, and reserves expensive web research for the hardest cases. Some screens can be done with the information already available, bringing the cost down to as little as 0.1¢/row. If each row requires a full research budget, the cost can be as high as 5¢/row. You only pay for the intelligence each row needs. We measure accuracy on Deep Research Bench.