Algorithmic Collusion Detection

When algorithms collude,
NashGuard catches them.

Upload pricing data. Our detection engine finds parallel pricing patterns, lockstep movements, and suspicious convergence between vendors — in seconds, not months.

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Live Detection Preview

Collusion Pattern Detected
AlgoPrice Corp
$52.99
Flagged — Parallel Pricing
DynaPricing Ltd
$52.87
Flagged — Lockstep Movement
SmartRate Inc
$54.20
Converging — Monitor
FairDeal Co
$47.15
Independent
AlgoPrice ↔ DynaPricing Correlation
94%

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Three Detection Methods, One Engine

NashGuard runs parallel analyses to surface collusion from every angle.

📈

Price Movement Correlation

Pearson correlation analysis between vendor price series. Flags vendors whose prices move together above configurable thresholds.

🔗

Lockstep Detection

Identifies vendors who change prices within the same time window and in the same direction. Catches algorithms that react to each other within hours.

🎯

Convergence Analysis

Detects prices that start divergent but converge to suspiciously similar levels over time — a hallmark of tacit algorithmic coordination.

Built for the People Who Need It

⚖️

Antitrust Regulators

Generate audit-ready evidence of algorithmic collusion for enforcement actions.

🏬

Marketplace Operators

Monitor your sellers for pricing coordination before it harms consumers.

📋

Compliance Teams

Proactive monitoring to ensure your own algorithms don't cross the line.

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Antitrust Litigators

Data-driven evidence to support or defend against algorithmic collusion claims.

See It In Action

Upload your pricing data or run our demo to watch NashGuard detect collusive patterns in real time.

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