An LLM reads the microscopic behavioural footprints of every incoming cohort — navigation velocity, terms-seeking, deposit latency — and posts a predictive LTV & fraud score straight back to your affiliate platform.
The model clusters new sign-ups by behaviour within two days — long before deposits or CPA windows resolve.
Predictive LTV and fraud scores fire back to your affiliate platform automatically — pause, cap or reward at source.
Multi-accounting and abuse patterns are flagged from footprint signatures, protecting your acquisition budget.