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 an AI-powered survey and research platform that turns traditional surveys into adaptive conversations. Describe your research goal and get a complete survey draft, conduct AI-moderated interviews with dynamic follow-ups, detect low-quality responses, and produce insights automatically. It's fast, flexible, and scalable across qualitative and quantitative research.
How do I create my first survey?
Sign up, then choose how to build: describe your research goal and let AI generate a survey, pick a template, or start from scratch. Add question types, set logic, preview, and share.
Can the AI generate a survey from a prompt?
Yes. Describe your research goal in plain language and QuestionPunk drafts a complete survey with appropriate question types, ordering, and AI follow-up logic. You can then customize before publishing.
What question types are available?
QuestionPunk supports a wide range of question types: opinion scale, rating, multiple choice, dropdown, ranking, matrix, constant sum, AI interview (text and audio), long text, short text, email, phone, date, address, website, numeric, audio/video recording, contact form, chat message, conversation reset, button, page breaks, and more.
How do AI interviews work?
AI interviews conduct adaptive conversations with respondents. The AI asks follow-up questions based on what the respondent says, probing for clarity and depth. You control the personality, tone, model (Haiku, Sonnet, or Opus), and question mode (fixed count, AI decides when to stop, or time-based).
Can I test my survey before launching?
Yes. Use synthetic testing to create AI personas and run them through your survey. This helps catch issues with question flow, logic, and wording before real respondents see it.
How many languages are supported?
QuestionPunk supports 142+ languages. Add languages from the survey editor, auto-translate questions, and share language-specific links. AI interviews also adapt to the respondent's language automatically.
How can I share my survey?
Share via a direct link (with optional custom slug), embed on your website (iframe or script), distribute through Prolific for research panels, or generate a QR code for physical distribution.
Can I export survey results?
Yes. Export as CSV (flat or wide layout), Excel (XLSX), or export the survey structure as PDF/Word. Filter by suspicious level, response type, language, or date range before exporting.
Does QuestionPunk detect fraudulent responses?
Yes. Every response is automatically classified with a suspicious level (low/medium/high) based on attention checks, response timing, and behavioral signals. You can filter flagged responses in the Responses tab.
What are the pricing plans?
Basic (Free): 20 responses/month. Business ($50/month or $500/year): 5,000 responses/month with priority support. Enterprise (Custom): unlimited responses, remove branding, custom domain, and dedicated support.
How long does support take to reply?
We reply within 24 hours, often much sooner. Include key details in your message to help us assist you faster.