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Public forecasts. Quarterly scorecards. Labor-market signal.

The Prediction Engine for Stocks and M&A

The Prediction Engine for Stocks and M&A

The Prediction Engine for Stocks and M&A

We turn labor-market data into quarterly stock forecasts and M&A predictions before the market catches up. Built for investors, acquirers, and operators who want to see the move before everyone else.

We turn labor-market data into quarterly stock forecasts and M&A predictions before the market catches up. Built for investors, acquirers, and operators who want to see the move before everyone else.

We turn labor-market data into quarterly stock forecasts and M&A predictions before the market catches up. Built for investors, acquirers, and operators who want to see the move before everyone else.

166%

166%

Cumulative return in latest forecast quarter. Every Forecast Published. Every Quarter. Publicly Verifiable.

Stock Forecast Dashboard

Stock Forecast Dashboard

Forecast chart screenshot

Forecast range

+8.4% / -2.1%

Revision count

12 quarters

Signal strength

High

Every Forecast. Every Quarter. Public.

Every Forecast. Every Quarter. Public.

Most forecast products hide their misses. We publish ours. Since 2023, iQuery has published quarterly stock forecasts across 4,363 U.S. stocks and scored them against real outcomes. You do not need to trust us. You can inspect every forecast yourself.

Forecasts Published

12

Stocks Covered

4,363+

Hit Rate Since 2023 (Compared to 50% baseline)

67%

Latest Forecast Quarter Cumulative Return (Q1 2026)

Compared to other major indices

iQuery MC-weighted

166.3%

166.3%

166.3%

NASDAQ Composite

76.7%

76.7%

76.7%

S&P 500

58.9%

58.9%

58.9%

Dow Jones

39.3%

39.3%

39.3%

Open the Backtest →

The Signal Everyone Ignored

The Signal Everyone Ignored

Every company leaves clues before something important happens. A hiring surge before expansion. A specialist role before an acquisition. A hiring freeze before a slowdown. Most people see recruiting activity as noise. We see it as one of the earliest signals available. For years, we’ve collected labor-market data across millions of companies and built forecasting models on top of it. The result is a prediction engine powering stock forecasts and acquisition predictions.

Job Openings

Signal Detection

Prediction Engine

Stock Forecasts + M&A Predictions

Two Products. One Engine.

The same forecasting technology, built for two different jobs.

Stocks

M&A

iQuery Stocks

Quarterly forecasts on over 4,000 U.S. stocks with publicly verifiable performance.

Quarterly forecasts · Company Watchlists · Price alerts · Public backtests

iquery.app/stocks

Live

Stock forecast dashboard screenshot

Join Stocks Waitlist

Real Forecasts. Real Companies.

Real Forecasts. Real Companies.

Explore the platform powering every prediction.

Stock forecast screenshot

Quarterly forecasts and forecast revisions.

Query the Prediction Engine

Query the Prediction Engine

iQChat lets you interact directly with forecasts, targets, and market intelligence.

Show me healthcare companies in Texas likely to be acquired in the next 24 months.

Ranked acquisition targets with valuation estimates and supporting signals.

Which semiconductor stocks does the model expect to outperform next quarter?

Forecast rankings with historical hit rates and supporting rationale.

What is the labor outlook for Florida construction?

Forecast trends, indicators, and underlying labor-market signals.

Built for People Who Get Paid to Be Right

Built for People Who Get Paid to Be Right

Investors

Forecasts, backtests, and market intelligence.

Acquirers

Target discovery, valuation, and sourcing.

Enterprise Teams

Full prediction engine access and integrations.

Need the Full Prediction Engine?

Need the Full Prediction Engine?

Enterprise access includes API access, CRM integrations, custom forecasting modules, and dedicated support. Available for private equity firms, investment banks, corporate development teams, consultancies, and data partners.

Book a Demo

Frequently Asked Questions

Frequently Asked Questions

Frequently Asked Questions

Get quick answers to the most common questions about our platform.

What kind of data does iQuery use?

How does iQuery ensure the accuracy and timeliness of its data?

How does iQuery ensure data security and privacy?

What are the pricing plans for iQuery?

What kind of data does iQuery use?

How does iQuery ensure the accuracy and timeliness of its data?

How does iQuery ensure data security and privacy?

What are the pricing plans for iQuery?

The Engine Is Ready.

The Engine Is Ready.

First-wave access opens soon. Founder pricing is reserved for early waitlist members.

No spam. Limited waitlist invitations rolling out weekly.

iQuery — The Prediction Engine for Stocks and M&A

Forecasting that publishes its own scorecard.

iQuery does not provide investment advice. All forecasts are model outputs based on historical patterns and current data. Past performance does not guarantee future results.