Adaptive Scam Rehearsal for High-Risk Consumer Groups

Static warnings are quickly forgotten, emerging scam tactics outpace workshops, and poorly designed simulations can distress or shame vulnerable participants.

Banks, credit unions, councils, insurers and ageing organisations sponsor access; older adults and other high-risk groups use it free with assisted and non-digital routes.

Fraud losses and vulnerability research establish severity, but evidence for awareness training effectiveness is limited. Claims must remain modest until a controlled evaluation is completed.

Co-design with safeguarding experts, randomise rehearsal timing where ethical, and measure recognition, reporting and help-seeking while monitoring distress and exclusion.

Safeguarding protocols, accessible scenario libraries, trusted distribution and longitudinal outcome evidence may be defensible; synthetic scam content alone is not.

Improve recognition, pause-and-check behaviour and timely reporting among high-risk groups without blame, coercion or unsafe exposure.

Proxy based — medium confidence.

- Paid test offer: Partner pilot: US$8,000–US$25,000 $2-$8 per enrolled consumer per year at scale with a $10,000-$25,000 institutional minimum; managed local pilots $10,000-$30,000. End users should not pay.

Evidence basis: PhishingBox (US$16.50–US$31.35 per seat per year) is the closest verified adjacent anchor used here. Its buyer, duration and scope are not assumed to be identical; implementation is separated where the opportunity requires integration, assurance or managed delivery.

Ask one employer, financial institution, platform, authority or consumer-protection sponsor to fund a paid test of Adaptive Scam Rehearsal for High-Risk Consumer Groups lasting 8–12 weeks, using an opening price of US$8,000–US$25,000 and covering one distribution partner and 100 eligible users, cases or transactions. Paid scope: Short interactive simulations of current scam patterns, adapted by audience, followed by a rehearsed verification action and optional caregiver/adviser pathway. Charge by organisation, enrolled user, completed check or recovered transaction and compare the fee with current adviser/support effort, missed recovery and avoidable consumer-harm handling. Measure activation, completion, safe escalation, recovered/avoided value, support time and repeat engagement. Continue only if at least 20% of eligible users complete, measurable value or harm reduction exceeds the fee and the partner renews. Stop or reprice if engagement is negligible, consumer outcomes do not improve or the model depends on inappropriate claims/fees.

Raise confidence with independently evaluated behaviour change and sponsor renewal; reduce it if outcomes are limited to quiz scores or free alternatives are equivalent.