*1.How often do you feel confused or frustrated by medical/dental bills or insurance coverage?(Required.)

Constantly - it's a major pain point

Often - a few times a year

Occasionally - only with big procedures

Rarely - I understand my coverage well

Never

*2.Would you use a service that lets you upload your insurance plan to estimate appointment costs upfront and analyze bills afterward to catch overcharges?(Required.)

Yes - I'd use it for every appointment

Yes - but only for expensive procedures

Maybe - depends on accuracy

Probably not - I'd rather call my insurer

No - not interested

*3."Which feature would be MOST valuable to you?"(Required.)

AI chatbot to explain my coverage in plain English

Estimating costs before an appointment

Analyzing bills to find overcharges/errors

Help disputing bill errors

None of these features

*4.If this service saved you time and money, what's the most you'd pay annually?(Required.)

$100+ annually

$50-60 annually

$30-50 annually

Less than $30 annually

I'd only use if it's free

I wouldn't use this service

*5.What would make you hesitant to use a service like this?(Required.)

Privacy concerns about my data

Doubt the cost estimates would be accurate

The cost

Effort to set up

Nothing - I'd try it today