On-Device AI Trust, Privacy & Awareness Survey Template

Measure consumer trust, privacy concerns, benefits, risks and awareness of on-device AI training. Launch this survey to capture insights and guide decisions.

What's Included

AI-Powered Questions

Intelligent follow-up questions based on responses

Automated Analysis

Real-time sentiment and insight detection

Smart Distribution

Target the right audience automatically

Detailed Reports

Comprehensive insights and recommendations

Template Overview

Questions

AI-Powered

Smart Analysis

Ready-to-Use

Launch in Minutes

This professionally designed survey template helps you gather valuable insights with intelligent question flow and automated analysis.

Sample Survey Items

Chat Message

Welcome! This survey asks about your awareness, views, and preferences related to on-device AI training. It should take about 6–8 minutes. There are no right or wrong answers.

Multiple Choice

Which of these devices do you use at least once a week?

Smartphone
Tablet
Laptop/desktop computer
Smartwatch or fitness tracker
Smart TV or streaming device
Smart speaker (e.g., Alexa or Google Assistant)

Multiple Choice

How familiar are you with the idea of on-device model training?

I've never heard of it
I've heard the term but I'm not sure what it means
I have a basic understanding
I understand it well and could explain it

Chat Message

What we mean by on-device training: Some apps and features improve by learning from data stored on your device (like photos, messages, or usage patterns). The training happens locally, rather than sending raw data to the cloud. Your device may share model updates, not your raw personal data.

Opinion Scale

After this explanation, how well do you understand what on-device model training means?

Range: 1 – 10

Min: Not at allMid: SomewhatMax: Very well

Multiple Choice

Which potential benefits of on-device training come to mind? Select all that apply.

Better privacy
Faster responses
Works without internet
More personalized results
Less data sent to the company
Lower data costs
Greater reliability

Multiple Choice

Which risks or downsides do you associate with on-device training? Select all that apply.

Battery drain
Slower device performance
Takes up storage space
Security vulnerabilities
Data could still be misused
Unexpected app behavior

Matrix

Please indicate how much you agree or disagree with each statement.

Rows	Strongly disagree	Disagree	Neither agree nor disagree	Agree	Strongly agree
I trust my device manufacturer to implement on-device training safely.	•	•	•	•	•
On-device training protects my privacy more than cloud training.	•	•	•	•	•
On-device training may noticeably drain my battery.	•	•	•	•	•
I want clear controls to turn on-device training on or off.	•	•	•	•	•
I am comfortable with on-device training using my app data.	•	•	•	•	•

Multiple Choice

Attention check: To confirm you’re paying attention, please select “I am paying attention” below.

I am not sure
I am paying attention
I prefer not to answer
Skip this question

Q10

Multiple Choice

If your phone asked permission to train on-device using recent photos and messages, what would you do?

Allow always
Allow only when charging and on Wi‑Fi
Decide case by case
Deny permission
Not sure

Q11

Rating

How important are clear, understandable controls for on-device training settings?

Scale: 11 (star)

Min: Not at all importantMax: Extremely important

Q12

Constant Sum

Allocate 100 points across what matters most to you for on-device training.

Total must equal 100

Privacy
Speed/responsiveness
Works offline
Personalization
Battery/performance impact
Storage use
Transparency/controls

Min per option: 0Whole numbers only

Q13

Multiple Choice

Have you ever enabled a feature that said it would improve with on-device learning?

Yes
No
Not sure

Q14

Long Text

If yes, which feature was it and how did it affect your experience or trust?

Max 600 chars

Q15

Long Text

What would make on-device training clearer or more trustworthy for you?

Max 600 chars

Q16

Dropdown

Age

18–24
25–34
35–44
45–54
55–64
65+
Prefer not to say

Q17

Multiple Choice

Gender identity

Woman
Man
Non-binary
Prefer not to say

Q18

Dropdown

Where do you currently live?

North America
Latin America & Caribbean
Europe
Middle East & North Africa
Sub-Saharan Africa
South Asia
East Asia
Southeast Asia
Oceania
Prefer not to say

Q19

Dropdown

Highest level of education completed

Less than high school
High school or equivalent
Some college, no degree
Associate degree
Bachelor’s degree
Graduate or professional degree
Other
Prefer not to say

Q20

Multiple Choice

Current employment status

Employed full-time
Employed part-time
Self-employed
Unemployed and looking for work
Not working by choice
Student
Retired
Prefer not to say

Q21

Multiple Choice

Primary smartphone operating system

Android
iOS
Other / Not sure

Q22

Long Text

Is there anything else you’d like to share about on-device training, trust, or controls?

Max 600 chars

Q23

AI Interview

AI Interview: 2 Follow-up Questions on On-Device Training

AI InterviewLength: 2Personality: [Object Object]Mode: Fast

Q24

Chat Message

Thank you for completing the survey! Your feedback helps us improve on-device training in ways that respect your preferences.

Frequently Asked Questions

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