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The science behind Amanda

Research that shaped how Amanda locks and saves.

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The science behind Amanda

ADHD brains don’t fail at money. They fail at remembering to protect it.

Amanda is built around what research already shows: impulse, delay aversion, and weak follow-through beat willpower — so the system has to sit in a chat you actually open.

01

Impulse isn’t a character flaw

Adults with ADHD are more likely to buy on impulse, struggle to save, and make weaker “future-facing” money decisions — even when they care about money. That’s what standardized financial decision-making studies keep finding.

Amanda surfaces spends in plain language in the app chat, so “I thought I had money” stops hiding in your balance.

Bangma et al., Neuropsychology↗PLOS ONE community sample↗

02

Future-you needs a lock

Present bias makes “just this once” feel cheaper than tomorrow’s goal. Behavioral economists show people will voluntarily precommit — and that those constraints help when willpower fails.

The 7PM hard lock is that precommitment: you decide while calm; the system holds you when impulse is loudest.

Ariely & Wertenbroch on self-imposed deadlines↗Laibson on hyperbolic discounting↗

03

Presence beats lonely willpower

Body doubling — doing hard tasks with another presence nearby — is widely used in ADHD communities. Early accessibility research is starting to study it for real: safe, promising for some ADHD adults, still early as hard science.

Amanda acts like a money body double in chat: always there for the night window, in the same place you check your money.

ACM ASSETS body-doubling EEG study↗Neurodivergent body-doubling survey (PDF)↗

04

Savings collapse without systems

Long ADHD outcome work linked to Barkley and colleagues tracks weaker saving, more financial dependence, and the “ADHD tax” of late fees and forgotten bills — executive function gaps, not laziness.

The Amanda chat is the external scaffold: locks, clarity, and accountability happen in one place you already open.

Altszuler et al. on financial dependence↗ADHD money tips (Tuckman / CHADD context)↗

Amanda is not medical treatment. Research informs product design — we map mechanisms (impulse control, precommitment, external scaffolding, accountability), not cures.

Learn more about the product on About Amanda or go back to the home page.

Amanda

Amanda. Your strict savings partner, in the app.

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