Investors and funds
Before taking a position, assess whether liquidity and volume appear organic or structurally suspicious.
Use Cases
Market integrity intelligence for the moment before the decision.
Market Gamma Ray helps teams see when reported market activity may not match economically meaningful participation.
Token issuers
Understand whether your market activity reflects real demand, artificial churn, or a risky liquidity program.
Listing teams
Screen tokens, pairs, and venues before listing, delisting, promotion, or index inclusion decisions.
CEX venues
Use internal order, trade, account, and metadata access to strengthen surveillance and evidence generation.
Regulators
Prioritize human review using market-wide candidate sets and transaction-level evidence.
Advisory and forensic firms
Add market-structure intelligence to client diligence, disputes, reviews, and investigations.