19% of respondents ranked device rooting / jailbreaking as their biggest manipulation challenge currently in the gig economy.
IncogniaThe State of Fraud in the Gig Economy ·Oct 7, 2025
Gig economyFraudDevice rootingJailbreaking
24% of gig economy respondents said that collusion is a top fraud and abuse concern for both 2025 and 2026.
IncogniaThe State of Fraud in the Gig Economy ·Oct 7, 2025
Gig economyFraudCollusion
17% of respondents cite promo & referral abuse as a top concern for the gig economy in 2026.
IncogniaThe State of Fraud in the Gig Economy ·Oct 7, 2025
Gig economyFraudPromo abuseReferral abuse
Refund abuse accounts for 19% of fraud and abuse concerns in the gig economy.
IncogniaThe State of Fraud in the Gig Economy ·Oct 7, 2025
Gig economyFraudRefund abuse
14% of respondents cite ban evasion as a top concern for the gig economy in 2026.
IncogniaThe State of Fraud in the Gig Economy ·Oct 7, 2025
Gig economyFraudBan evasion
19% of manipulation concerns in the gig economy by 2026 will be related to app cloning.
IncogniaThe State of Fraud in the Gig Economy ·Oct 7, 2025
Gig economyFraudApp cloning
48% of gig economy platforms use tamper detection for fraud prevention.
IncogniaThe State of Fraud in the Gig Economy ·Oct 7, 2025
Gig economyFraudFraud preventionTamper detection
Chargebacks and payment fraud account for 24% of fraud and abuse concerns in the gig economy.
IncogniaThe State of Fraud in the Gig Economy ·Oct 7, 2025
Gig economyFraudChargebacksPayment fraud
14% of respondents cite driver compensation as a top concern for the gig economy in 2026.
IncogniaThe State of Fraud in the Gig Economy ·Oct 7, 2025
Gig economyFraud
24% of manipulation concerns in the gig economy by 2026 will be related to bots and script automation.
IncogniaThe State of Fraud in the Gig Economy ·Oct 7, 2025
Gig economyFraudBotsScript automation
26% of respondents ranked app tampering / code injection as their biggest manipulation challenge currently in the gig economy.
IncogniaThe State of Fraud in the Gig Economy ·Oct 7, 2025
Gig economyFraudApp tamperingCode injection
86% of respondents in the gig economy reported Device ID as a widely used fraud prevention tool on their platforms.
IncogniaThe State of Fraud in the Gig Economy ·Oct 7, 2025
Gig economyFraudFraud preventionDevice ID
Promo and referral abuse accounts for 14% of fraud and abuse concerns in the gig economy.
IncogniaThe State of Fraud in the Gig Economy ·Oct 7, 2025
Gig economyFraudPromo abuseReferral abuse
21% of respondents ranked device farms as their biggest manipulation challenge currently in the gig economy.
IncogniaThe State of Fraud in the Gig Economy ·Oct 7, 2025
Gig economyFraud
29% of respondents ranked app cloning as their biggest manipulation challenge currently in the gig economy.
IncogniaThe State of Fraud in the Gig Economy ·Oct 7, 2025
Gig economyFraudApp cloning
51% of leaders at gig economy organisations reported fraud tool spending increased in 2025.
IncogniaThe State of Fraud in the Gig Economy ·Oct 7, 2025
Gig economyFraudFraud tool spending
21% of manipulation concerns in the gig economy by 2026 will be related to device farms.
IncogniaThe State of Fraud in the Gig Economy ·Oct 7, 2025
Gig economyFraud
Cancellation abuse accounts for 14% of fraud and abuse concerns in the gig economy.
IncogniaThe State of Fraud in the Gig Economy ·Oct 7, 2025
Gig economyFraudCancellation abuse
Account sharing and renting accounts for 14% of fraud and abuse concerns in the gig economy.
IncogniaThe State of Fraud in the Gig Economy ·Oct 7, 2025
Gig economyFraudAccount sharingAccount sharing
69% of gig economy platforms use email and phone verification.
IncogniaThe State of Fraud in the Gig Economy ·Oct 7, 2025
Gig economyFraudFraud preventionEmail verificationPhone verification
52% of gig economy platforms use location intelligence for fraud prevention.
IncogniaThe State of Fraud in the Gig Economy ·Oct 7, 2025
Gig economyFraudFraud preventionLocation intelligence
48% of gig economy platforms use facial recognition for fraud prevention.
IncogniaThe State of Fraud in the Gig Economy ·Oct 7, 2025
Gig economyFraudFraud preventionFacial recognition
83% of leaders at gig economy organisations expect fraud tool spending to increase or hold steady in 2026.
IncogniaThe State of Fraud in the Gig Economy ·Oct 7, 2025
Gig economyFraudFraud tool spending
24% of respondents cite collusion as a top concern for the gig economy in 2026.
IncogniaThe State of Fraud in the Gig Economy ·Oct 7, 2025
Gig economyFraudCollusion
17% of respondents cite chargebacks as a top concern for the gig economy in 2026.
IncogniaThe State of Fraud in the Gig Economy ·Oct 7, 2025
Gig economyFraudChargebacks
29% of manipulation concerns in the gig economy by 2026 will be related to app tampering/code injection.
IncogniaThe State of Fraud in the Gig Economy ·Oct 7, 2025
Gig economyFraudApp tamperingCode injection
50% of gig economy platforms use 3D Secure for fraud prevention.
IncogniaThe State of Fraud in the Gig Economy ·Oct 7, 2025
Gig economyFraudFraud prevention3D Secure
50% of gig economy platforms use MFA for fraud prevention.
IncogniaThe State of Fraud in the Gig Economy ·Oct 7, 2025
Gig economyFraudFraud preventionMFA