Scan across market context.
Compare activity across pairs, venues, time windows, liquidity regimes, and campaign periods.
Market manipulation structure intelligence
Reveal hidden market control before it becomes obvious.
Market Gamma Ray applies penetrating inference to expose illicit market activity that behaves like dark matter: hidden, adaptive, and designed to evade ordinary observation.
Gamma Scan surfaces zero-shot suspicious motifs, complex multi-account coordination, extra-account behavior where richer data exists, hidden master-player control, and reviewer-ready computational forensic evidence.
Scientific depth, applied to markets.
Technology also used to identify elusive black holes and dark matter halos.
Observation to action
Look broader. Look closer. Look deeper.
The strongest market manipulation is not visible in headline volume. It appears as evolving account systems, timing windows, hidden control, and coordinated market effects.
Resolve account systems.
Map relationships between accounts, trades, directions, bursts, loops, and repeated market roles.
Infer hidden control.
Surface candidate master-player behavior behind distributed accounts and changing tactics.
Gamma Scan
Turn market records into evidence maps.
Gamma Scan is a focused market-manipulation structure scan. It converts raw trades, account behavior, and timing context into inspectable evidence for decision teams.
Near-real-time structure discovery
See suspicious coordination close to when it forms, not only after a long retrospective audit.
Zero-shot suspicious motifs
Surface new or low-prior manipulation structures without relying only on old rulebook templates.
Multi-account coordination
Detect account systems, trading loops, timing bursts, role switching, and exchange-side relationships when available.
Hidden master-player inference
Identify candidate controlling behavior behind distributed accounts that appear separate on the surface.
Higher-value review queues
Rank suspicious structures so analysts spend less time on noise and more time on cases that matter.
Computational forensic evidence
Package each detection with graphs, timelines, market context, caveats, and reviewer next steps.
Evidence, not alert noise
Move from suspicious volume to account systems, inferred control, and reviewer-ready evidence.
The output is not a black-box score. It is a structured case file that shows why a pattern was surfaced and what a qualified team should inspect next.
Gamma Scan Output
Reviewer packet
PatternCoordinated loop
SignalEmerging motif
ReviewEvidence ready
Workflow
A clean path from raw market activity to decision-ready intelligence.
The method can be advanced. The buyer experience should be simple: define the scope, scan the structure, inspect the evidence, decide the next move.
Ingest
Trades, accounts, timestamps, venue data, market context, public data, or customer-provided exports.
Reconstruct
Normalize events into a connected view of accounts, roles, timing windows, and market effects.
Scan
Search for emerging motifs, multi-account coordination, repeated loops, and abnormal structure.
Infer
Rank candidate hidden-control structures and separate high-value cases from noise.
Package
Deliver evidence maps, timelines, summaries, caveats, and recommended review steps.
Decision teams
Built for the moment before exposure becomes expensive.
Market Gamma Ray helps teams decide whether reported liquidity is trustworthy, whether a campaign deserves deeper review, and where investigation effort should go first.
Investors and funds
Diligence on whether apparent liquidity and market participation are real or structurally suspicious.
Token issuers
Independent visibility into whether market activity reflects demand, artificial churn, or risky coordination.
Listing teams
Screen markets before listing, delisting, promotion, or index inclusion decisions.
Venues and exchanges
Use richer account-side data to reveal coordination that public screens cannot see.
Regulators
Prioritize human review with structure-level candidate cases and evidence packets.
Advisory firms
Add market-structure intelligence to diligence, disputes, forensic reviews, and expert reports.
Research foundation
Discovery power from hidden-structure science.
Market illicit activity is elusive and constantly changing. The same scientific depth used to map hidden cosmic structure now supports market scans for adaptive manipulation, hidden coordination, and forensic evidence.
Start
Request a scoped Gamma Scan.
Tell us the market, token, venue, pair, campaign window, or dataset. We will scope the scan and define the most useful evidence output.