NFL Market Lab

THE MARKET DOESN’T
GUESS. NEITHER DO WE.

Market intelligence for every NFL ATS side.

We understand how sportsbooks price NFL games, how prediction markets trade them, and what happens when those markets disagree. We produce independent ATS decisions and are developing autonomous recursive market research. Every official selection belongs in a public record that counts every result.

Not totals. Not props. Not moneylines. Just the spread.

The numbers don’t lie. And we don’t hide them.

Our complete performance ledger will connect to independently graded, frozen decisions recorded here for the world to see. We won’t publish an unverified or cherry-picked record, ever!

ALL PICKS

Every official ATS decision across every eligible NFL game.

W – L – P
COMING SOON
ATS %
—
GRADED —PENDING —

BILLY LIKES IT

Official T−30 ATS selections at 60% confidence or higher.

W – L – P
COMING SOON
ATS %
—
GRADED —PENDING —

BILLY FIRE

Selective, independently authorized ATS recommendations at 69%+ confidence.

W – L – P
COMING SOON
ATS %
—
GRADED —PENDING —
ILLUSTRATIVE DESIGN PREVIEW — real, independently verified performance figures are coming soon. The revised LIKES IT definition will be connected only after the reporting policy is implemented and audited.
Cumulative Units (ATS)Visual preview

Illustrative chart only. No actual performance values are represented.

Recent Week LedgerLive data pending
WEEKALL PICKSLIKESFIRE
Week 6———
Week 7———
Week 8———

Verified weekly records will populate from the read-only production ledger.

♢No fabricated records. Ever.

Two different markets. One bigger picture.

NFL Market Lab understands each market (sportsbooks and prediction markets, like Kalshi) — how each behaves independently, and how the two interact.

▱

Sportsbook Intelligence

Line movement, key numbers, juice, splits, timing, and sharp-market behavior.

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Prediction-Market Intelligence

Exchange prices, order flow, liquidity, contract structure, and participant behavior.

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Cross-Market Intelligence

Agreement, disagreement, lead-lag behavior, and signals created when the two markets diverge.

Meet the minds behind the machine.

Three specialized intelligence engines. One mission.

Thoughtful monkey researcher illustration

Curious George

The Researcher

George investigates unusual movement, market disagreements, recurring patterns, and the questions worth asking next.

Illustration of Albert Einstein

Albert Einstein

The Skeptic

Albert independently tests, validates, and challenges proposed intelligence so evidence — not hype — earns authority.

Illustration representing Billy W., the decision engine

Billy W.

The Decision Maker

Billy makes the official ATS decision, records it before kickoff, and lives on the scoreboard.

Think for yourself. Then challenge your thinking.

Market Lab learns about the market. Market Lab helps you learn from your decisions.

1

Study the market

2

Make your call

3

See Billy’s view

4

See what happened

5

Learn from the evidence

Compare your judgment to Billy and, if you’d like, track your own bets — a simple private tool to measure and improve your decision-making. Personal comparison tools are planned, not yet live.

When the market breaks the pattern, we investigate.

Some weeks, the signals work. Other weeks, almost nothing behaves the way we expected. We don’t hide those weeks. We investigate them.

VF-2026-11-01 — Vegas Fuckery

A deeper look at unusual market behavior across the weekly slate — where lines moved strangely, markets disagreed, and the results didn’t match the expected pattern.

Investigation in development →

Research nomination only; no finding of manipulation or predictive edge has been established.

Four leagues. Two sports. One philosophy.

Football and basketball. ATS sides only. That’s it.

🏈

NFL
Market Lab

FIRST PRODUCT
🎓

College Football
Market Lab

PLANNED
🏀

NBA
Market Lab

PLANNED
🎓

College Basketball
Market Lab

PLANNED

Don’t just follow the market. Understand it.

Get early access to Market Lab and be part of a more transparent, accountable way to analyze the market — starting with NFL ATS sides.

Get Early Access →
Early-access signups are not open yet. This page does not collect personal information.