Software Alternatives, Accelerators & Startups

CBD MAP VS RepDB

Compare CBD MAP VS RepDB and see what are their differences

CBD MAP logo CBD MAP

Find CBD products near you

RepDB logo RepDB

Exercise dataset for fitness apps: transparent background, animations, no subscription
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  • CBD MAP Landing page
    Landing page //
    2021-10-01
  • RepDB Standard exercise dataset
    Standard exercise dataset //
    2026-08-15
  • RepDB Starter tier
    Starter tier //
    2026-08-15

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 250 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.

CBD MAP

Website
cbdmap.com
Pricing URL
-
$ Details
-
Platforms
-
Release Date
-

RepDB

Website
repdb.co
$ Details
freemium $299 / One-off
Platforms
Web Mobile
Release Date
2026 July

CBD MAP features and specs

  • Comprehensive Directory
    CBD MAP provides a thorough directory of CBD products and vendors, making it easy for users to find specific items or brands they are interested in.
  • User Reviews
    The platform features user-generated reviews which can help potential customers make informed decisions about their purchases.
  • Educational Content
    CBD MAP includes articles and resources that educate consumers on CBD, its benefits, and usage, which can be especially helpful for new users.
  • Filtering Options
    Users can filter searches based on various criteria, which helps in quickly finding relevant products or stores.
  • Mobile Friendly
    The website is optimized for mobile devices, ensuring a seamless browsing experience on smartphones and tablets.

Possible disadvantages of CBD MAP

  • Limited International Coverage
    CBD MAP may focus primarily on the US market, which might limit its usefulness for international consumers seeking local CBD sources.
  • Advertisement Presence
    The website may contain advertisements, which can be distracting or detract from the user experience.
  • Verification of Reviews
    User reviews are not always verified, potentially leading to misleading or biased information affecting the perceived quality of products.
  • Competitive Saturation
    As a marketplace, CBD MAP faces competition from numerous similar platforms, which could affect its visibility and user base.
  • Privacy Concerns
    Users might have concerns regarding data privacy, particularly if the platform collects personal data for account creation or transactions.

RepDB features and specs

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

Category Popularity

0-100% (relative to CBD MAP and RepDB)
Tech
100 100%
0% 0
Static Assets
0 0%
100% 100
Health And Fitness
58 58%
42% 42
Datasets
0 0%
100% 100

Questions & Answers

As answered by people managing CBD MAP 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

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