A meta-research coding instrument for researchers to systematically evaluate and compare data quality from AI-moderated interviews versus traditional qualitative methods. Designed for repeated use across multiple data sets. Estimated completion time: 12-15 minutes per data set evaluated.
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
29
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
Q1
Chat Message
Welcome to the AI Interview Data Quality Assessment.
This survey is a structured coding instrument designed to help you systematically evaluate the quality of qualitative interview data. You will rate a data set across several dimensions including thematic richness, response depth, participant engagement, and your confidence in the findings.
There are no right or wrong answers — we are interested in your professional judgment as a qualitative researcher. Your responses will be kept confidential and reported only in aggregate. Participation is voluntary and you may stop at any time.
Estimated completion time: 12-15 minutes.
Q2
Multiple Choice
Have you conducted, supervised, or formally analyzed qualitative research data within the past 12 months?
Yes
No
Q3
Multiple Choice
Have you personally reviewed or coded data collected through an AI-moderated interview tool (e.g., AI follow-up probes, automated qualitative interviewing)?
Yes
No
Q4
Dropdown
How many years of experience do you have conducting or analyzing qualitative research?
Less than 1 year
1–3 years
4–7 years
8–15 years
More than 15 years
Q5
Multiple Choice
Which qualitative data collection methods have you used or analyzed in the past 2 years? (Select all that apply)
In-depth interviews (in-person)
In-depth interviews (video/phone)
Focus groups
Online asynchronous discussions
AI-moderated interviews
Ethnographic observation
Open-ended survey questions
Other
Q6
Opinion Scale
Prior to this evaluation, how would you describe your general attitude toward AI-moderated interviewing as a qualitative research method?
Range: 1 – 7
Min: Very skepticalMid: NeutralMax: Very enthusiastic
Q7
Chat Message
You are about to evaluate a set of qualitative interview data on several quality dimensions. Please have the transcript or data set you are coding readily available before proceeding.
Rate each dimension based on the data set as a whole, not individual responses.
Q8
Multiple Choice
Which data collection method was used to produce the data set you are currently evaluating?
Rate the prevalence of satisficing behaviors (e.g., minimal answers, repetitive phrasing, off-topic responses) in this data set.
Range: 1 – 7
Min: No satisficing observedMid: NeutralMax: Pervasive satisficing
Q21
Opinion Scale
Rate how natural and conversational the flow of the interview felt based on the data.
Range: 1 – 7
Min: Very mechanical/stiltedMid: NeutralMax: Very natural/conversational
Q22
Opinion Scale
How confident are you that the data in this set would support reliable coding by multiple researchers?
Range: 1 – 7
Min: Not at all confidentMid: NeutralMax: Extremely confident
Q23
Opinion Scale
How confident are you that this data set provides sufficient depth to generate actionable insights or theoretical contributions?
Range: 1 – 7
Min: Not at all confidentMid: NeutralMax: Extremely confident
Q24
Opinion Scale
How confident are you that this data set adequately captures the range of experiences relevant to the research topic?
Range: 1 – 7
Min: Not at all confidentMid: NeutralMax: Extremely confident
Q25
Opinion Scale
How willing would you be to base published research findings or strategic recommendations on this data set alone?
Range: 1 – 7
Min: Not at all willingMid: NeutralMax: Completely willing
Q26
Opinion Scale
Compared to your typical experience with traditionally moderated qualitative data, how would you rate the overall quality of this data set?
Range: 1 – 7
Min: Much lower qualityMid: NeutralMax: Much higher quality
Q27
AI Interview
What specific strengths or weaknesses did you observe in this data set that influenced your quality ratings? Please describe any patterns, surprising findings, or methodological concerns.
AI InterviewLength: 3Personality: [Object Object]Mode: Fast
Reference questions: 8
Q28
Dropdown
Which of the following best describes your primary professional role?
Academic researcher / faculty
Postdoctoral researcher
Graduate student / research assistant
Market research / UX researcher
Research consultant
Data scientist / analyst
Research director / manager
Other
Q29
Dropdown
In which type of organization do you primarily conduct research?
University / academic institution
Market research agency
Corporate / in-house research team
Government / public sector
Nonprofit / NGO
Independent / freelance
Other
Frequently Asked Questions
What is QuestionPunk?
QuestionPunk is a lightweight survey platform for live AI interviews you control. It's fast, flexible, and scalable—adapting every question in real time, moderating responses across languages, letting you steer prompts, models, and flows, and even generating surveys from a simple prompt. Get interview-grade insight with survey-level speed across qual and quant.
How do I create my first survey?
Sign up, then decide how you want to build: let the AI generate a survey from your prompt, pick a template, or start from scratch. Choose question types, set logic, and preview before sharing.
How can I share surveys with my team?
Send a project link so teammates can view and collaborate instantly.
Can the AI generate a survey from a prompt?
Yes. Provide a prompt and QuestionPunk drafts a survey you can tweak before sending.
How long does support typically take to reply?
We reply within 24 hours—often much sooner. Include key details in your message to help us assist you faster.
Can I export survey results?
Absolutely. Export results as CSV straight from the results page for quick data work.