Roundtable cleans your survey data.

Easy-to-integrate API for cleaning open-ended survey responses — save 70% of your time.

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5M+ open-ends analyzed
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10K+ hours saved
5M+ open-ends analyzed, 10K+ hours saved
How is the packaging?
not sure
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Low-effort
What do you remember from the ad?
The setting (home for the holidays) and the music.
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A green checkmark in a circle.
All checks passed
What do you like about NYC?
really like the food, the people, and the energy
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A red explanation point in a circle.
Duplicate response
What do you like about Miami?
I really like the food, the people, and the energy
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An arrow pointing right.
A red explanation point in a circle.
Response pasted
How was sign-in experience?
I thought it was ok
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An arrow pointing down.
A green checkmark in a circle.
All checks passed
What's your ideal workspace?
As a large language model, I do not have a preference.
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An arrow pointing down.
A red explanation point in a circle.
GPT detected
Describe your ideal vacation.
one a look for times
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An arrow pointing down.
A red explanation point in a circle.
Gibberish
How do you choose jeans?
I only buy levis but I always wait for a sale
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An arrow pointing down.
A green checkmark in a circle.
All checks passed
What do you think of the ad?
every day I wake up i eat a bowl of oatmeal
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An arrow pointing down.
A red explanation point in a circle.
Off-topic
How is the packaging?
not sure
An arrow pointing right.
An arrow pointing down.
A red explanation point in a circle.
Low-effort
What do you remember from the ad?
The setting (home for the holidays) and the music.
An arrow pointing right.
An arrow pointing down.
A green checkmark in a circle.
All checks passed
What do you like about NYC?
really like the food, the people, and the energy
An arrow pointing right.
An arrow pointing down.
A red explanation point in a circle.
Duplicate response
What do you like about Miami?
I really like the food, the people, and the energy
An arrow pointing right.
An arrow pointing down.
A red explanation point in a circle.
Response pasted
How was sign-in experience?
I thought it was ok
An arrow pointing right.
An arrow pointing down.
A green checkmark in a circle.
All checks passed
What's your ideal workspace?
As a large language model, I do not have a preference.
An arrow pointing right.
An arrow pointing down.
A red explanation point in a circle.
GPT detected
Describe your ideal vacation.
one a look for times
An arrow pointing right.
An arrow pointing down.
A red explanation point in a circle.
Gibberish
How do you choose jeans?
I only buy levis but I always wait for a sale
An arrow pointing right.
An arrow pointing down.
A green checkmark in a circle.
All checks passed
What do you think of the ad?
every day I wake up i eat a bowl of oatmeal
An arrow pointing right.
An arrow pointing down.
A red explanation point in a circle.
Off-topic
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Features

Why choose Roundtable?

AI-assisted data cleaning saves hours of manual work.

Easy-to-integrate API

Get started in less than 60 seconds.

1curl --request POST \
2  --url https://roundtable.ai/api/alias/v014 \
3  --header 'Content-Type: application/json' \
4  --header 'api_key: <api_key>' \
5  --data '{
6  "participant_id": "participant_123",
7  "questions": {
8    "Q1": "Tell me about yourself"
9  },
10  "responses": {
11    "Q1": "I like to code."
12  },
13  "survey_id": "survey_456"
14}'

Real-time behavioral tracking

Detect unnatural typing and programmatic entries.

An example graph of typing behavior.An example graph of typing behavior.

Multilingual functionality

Deploy your study to any major market or population.

中文
العربية
English
Bahasa Indonesia
Français
日本語
Русский
Deutsch
Português
한국어
Español
हिंदी
Italiano

GPT detection

Identify bots and participants using ChatGPT and other LLMs.

How do you choose a shampoo?
Choosing a shampoo can depend on various factors, including hair type, hair needs, and ingredients.
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A red explanation point in a circle.
GPT detected

Dynamic clustering

Identify and group duplicate responses across multiple participants.

Group 1
The name has a nice ring to it
Th name has a nice ring to it
Group 1
Group 2
Group 2
It conveys innovation and quality
It conveys quality and innovation
Conveys quality and innovation
Customers

Better quality, less time.

Leaders and innovators use Roundtable to improve their data quality.

Photo of Sebastian Sciarra
"Automated verbatim reviews are far more effective and far more efficient (estimated 85% reduction in labor hours). We also gain initial insights into sources of low-quality and fraudulent data."
Sebastian Sciarra, PhD
Data Scientist at JD Power
"We have the confidence in the tool that if something is not flagged, then we don't have to spend time poring over those open end responses and can focus on our attention on fewer open ends that have suspicious markers. In some cases this can save us up to 66% of time spent checking open ends."
A man smiling in a blue shirt.
Michael Herrel
Director of Data at The Directions Group
"Our commitment to data quality has been integral to our growth since day one. Integrating Roundtable with our tech is an additional step to ensure the accuracy of our results, preserving the integrity of our research and allowing us to provide our clients with reliable human-generated insights."
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Alex Morrison
Co-Founder at Obsurvant
"The main benefit is understanding the nuance in open response screening questions that we would otherwise rely on our end users to make decisions on. This reduces the friction on them, allowing our researcher customers to move more fluently through our experience."
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Matthew Bennet
Head of Product at Respondent
"Roundtable helps us be more objective around a pretty difficult area. We spend less time examining the quality of data that is good and more time around the questionable data. If I can spend 2 more hours delivering better quality research for a client and offset that with 2 fewer hours reviewing open-ended data, I’m all for it."
Photo of Dan Wasserman
Dan Wasserman
Chief Operating Officer at KJT
Customers

Better quality, less time

Leaders and innovators use Roundtable to improve their data quality efforts.

A man in a suit smiling.

Automated verbatim reviews are far more effective than is currently done (human review) and done far more efficiently (estimated 85% reduction in labor hours). We also gain initial insights into sources of low-quality/fraudulent data.

Sebastian Sciarra, PhD
|
Data Scientist JD Power
A man smiling in a blue shirt.

We have the confidence in the tool that if something is not flagged, then we don't have to spend time poring over those open end responses and can focus on our attention on fewer open ends that have suspicious markers. In some cases this can save us up to 66% of time spent checking open ends.

Michael Herrel
|
Director of Data at The Directions Group
A black and white photo of a man smiling.

Our commitment to data quality has been integral to our growth since day one. Integrating Roundtable with our tech is an additional step to ensure the accuracy of our results, preserving the integrity of our research and allowing us to provide our clients with reliable human-generated insights.

Alex Morrison
|
Co-Founder at Obsurvant
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Solutions

Save time. Save money.

Embed Roundtable's API into your survey to get real-time markers of data quality.

AI-Assisted Data Cleaning

Manually analyzing every open-end is tedious. Let Roundtable flag the suspicious responses for you to review.
A diagram of Roundtable's data cleaning service.

Programmatic Pre-Screening

Define customized thresholds to auto-reject low quality participants from completing your study.
A diagram of Roundtable's pre-screening service.

Response Quality Dashboard

Real-time tracking across all your sample populations, ensuring high-quality data throughout.
An illustration of the Roundtable dashboard.

Join the Roundtable community today