Software Alternatives, Accelerators & Startups

Respondent VS RepDB

Compare Respondent VS RepDB and see what are their differences

Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

Respondent logo Respondent

Respondent helps you find any target audience in the world for in-person and remote research studies across all research methods including interviews, focus groups, surveys, and more. Respondent works with any research tool you already use.

RepDB logo RepDB

Exercise dataset for fitness apps: transparent background, animations, no subscription
Visit Website
  • Respondent Landing page
    Landing page //
    2023-01-19
  • RepDB
    Image date //
    2026-07-21
  • RepDB Landing page
    Landing page //
    2026-07-21
  • RepDB
    Image date //
    2026-07-21

RepDB is a one-time-purchase exercise dataset for developers building fitness and workout apps โ€” not a subscription, not a rate-limited API. You download the data once and own it: JSON (and SQLite on the higher tier), WebP images, and full EN/DE/ES translations, with no per-request billing and no dependency on our servers staying up.

A free tier includes 400 exercises with flat-style 512ร—512 images, attribution-licensed for commercial in-app use. The Starter tier ($199) adds the full catalog in classic white-background style. Standard ($399) adds transparent 1024px images, looping animations, exercise relations (similar/progressions/regressions), workout templates, and embeddings โ€” exclusive to that tier.

Every exercise includes muscle-group highlighting, equipment/muscle icons, MET values, and safety/goal tags. Compared to GIF- or JPG-based competitor APIs, RepDB images are transparent WebP with no watermarks, so they drop into any app UI without a white box around them.

RepDB

Website
repdb.co
$ Details
freemium $199.0 / One-off
Platforms
Web Mobile
Release Date
2026 July

Respondent features and specs

  • B2B and B2C participant recruitment
  • Work-email verified Participants
  • Global 2M+ research participant pool
  • Screening, scheduling, incentive payments
  • Integrations with other research tools
    Yes (SurveyMonkey, Lookback and more)

RepDB features and specs

  • WebP Format Benefits
    start+peak exercise images
  • JSON
    relations, metadata, equipment
  • Transparency
    transparent background
  • Animations
    Animated loops in paid tier

Respondent videos

Respondent Review - High Paying or BS? (Inside Look)

More videos:

  • Review - Respondent Review 2020 (Earn Money To Participate In Online Studies)
  • Review - Respondent io review with Payment proof

RepDB videos

No RepDB videos yet. You could help us improve this page by suggesting one.

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Category Popularity

0-100% (relative to Respondent and RepDB)
Surveys
100 100%
0% 0
Datasets
0 0%
100% 100
Online Services
100 100%
0% 0
Developer Tools
0 0%
100% 100

Questions & Answers

As answered by people managing Respondent and RepDB.

What makes your product unique?

RepDB's answer:

RepDB is sold as a one-time download, not a metered API โ€” you own the JSON/SQLite data and WebP images outright, with no rate limits, no per-request billing, and no risk of the vendor cutting off access. It's also the only dataset in this space with EN/DE/ES translations, transparent (alpha-channel) images with no watermark, muscle-group highlighting, safety/goal tags, and looping animations on the higher tier.

What's the story behind your product?

RepDB's answer:

RepDB grew out of a consumer workout app its creator was building solo. Sourcing exercise images and data meant either paying for a subscription API with usage caps and no caching rights, or producing everything from scratch. The illustrated, multi-language dataset was built for us first, then split out as its own product once it became clear other indie developers had the same problem and preferred to buy the data outright rather than rent it through an API.

Why should a person choose your product over its competitors?

RepDB's answer:

Most alternatives are subscription APIs โ€” you pay monthly, you're capped on requests, and ExerciseDB's terms of use explicitly forbid caching or storing the data at all, so every image render is a live paid API call. RepDB is the opposite: pay once, download the files, self-host with zero ongoing dependency. It's also the only option offering true DE/ES localization and transparent images instead of a white box behind every exercise.

How would you describe the primary audience of your product?

RepDB's answer:

Solo developers and small teams building fitness or workout-tracking apps (iOS, Android, web) who need licensed exercise images and structured exercise data, but don't want to build their own media pipeline or depend on a rate-limited third-party API.

User comments

Share your experience with using Respondent and RepDB. For example, how are they different and which one is better?
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Reviews

These are some of the external sources and on-site user reviews we've used to compare Respondent and RepDB

Respondent Reviews

Mechanical Turk Review: How I Made $21,000 a Quarter at a Time
Respondent โ€“ Online and in-person consumer research studies w/ average pay rates of $140 an hour! Check out our full Respondent review for more.

RepDB Reviews

We have no reviews of RepDB yet.
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Social recommendations and mentions

Based on our record, Respondent seems to be more popular. It has been mentiond 23 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Respondent mentions (23)

  • Alternatives to UserTesting
    Respondent.io is great as well. Lots and lots of studies every day posted, these can pay very well depending on your specialty. Source: over 2 years ago
  • Online Research Project for Hardware Store Workers - $80 Incentive (DE, 18+)
    Hi! No, this is a legitimate project. You can visit our website respondent.io to know more about the company. Thank you! Source: about 3 years ago
  • I need local playtesters for tabletop games [DFW]
    If you have a bit more budget, you can also recruit participants from online panels (like userinterviews.com or respondent.io). For an incentive, you can screen the right people to participate in your playtest. Keep in mind you will need to do some vetting and make sure you're not getting "professional" participants. Source: over 3 years ago
  • B2b user testing
    If you're having difficulty recruiting yourself, I've used respondent.io in the past. Keep in mind recruiting hard to access types of users is often expensive and/or time consuming. Source: over 3 years ago
  • I am terrified to even start budgeting because if I don't neglect my bills, I can't afford food. or alcohol. and that's scary too. I'm so terrified. of being hungry, of being properly broke... I need fucking help, but I can't afford it
    Figure out how you can make more income. Maybe you create an account on upwork or fiverrr (platform for freelancers) and help a company out with social media, or reviewing resumes. Maybe you try driving for doordash or ubereats. Maybe you sign up for respondent.io and get paid to do research interviews (we hire people from here all the time). I promise making a little bit of extra cash goes a long way to feeling... Source: over 3 years ago
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RepDB mentions (0)

We have not tracked any mentions of RepDB yet. Tracking of RepDB recommendations started around Jul 2026.

What are some alternatives?

When comparing Respondent and RepDB, you can also consider the following products

UserTesting.com - Usability testing has never been easier. Get videos of real people speaking their thoughts as they use websites, mobile apps, prototypes and more!

User Interviews - User Interviews is a tool to recruit participants for product tests and market research.

Qualaroo - Qualaroo makes it easy to survey specific groups of website visitors to gain qualitative information.

Netigate - We are always seeking new talent to join our team.ย We offer the freedom to grow, opportunities for selfย development, and the chance to take on real responsibility.ย Become aย part of Netigate's inter...

Poll Everywhere - Audience response system that uses mobile phones, twitter, and the web. Responses are displayed in real-time on gorgeous charts in PowerPoint, Keynote, or web browser.

ARCS - ARCS is a feature-rich enterprise research operations platform that provides you with several functionalities like Engagement Tracking, Panel Management, Automated Recruiting, and more in a single place, thus eliminating the need to use multiple solโ€ฆ