
Upvoty
Featurebase
UserVoice
productboard
Nolt.io
Frill
BareMetrics
Canny helps you collect and organize feature requests to better understand customer needs and prioritize your roadmap.
Which is more popular?
Based on our record, Canny.io seems to be more popular. It has been mentioned 43 times since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | canny.io | shadowgit.com |
| Pricing | ||
| Platforms | — | |
| Company | Startup from Canada | Startup from Germany · 1 - 9 employees · 2025 |
| Listed in |
In their own words, as submitted to SaaSHub.


No description of Canny.io yet.
Every change saved. Any version restorable. AI can search what changed to debug faster. Never lose work again. Cut debugging time by 80%. Save 50% on AI tokens. 100% local.
What each product offers, as listed by its team.


Possible disadvantages
An editorial look at what each product does well and who it suits.


Overall verdict
Why this product is good
Recommended for
Product managers, software development teams, startups, and companies that want to engage their user base in the feedback process and prioritize feature development based on real customer input.
Overall verdict
Why this product is good
Recommended for
Walkthroughs and reviews on video.
How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing Canny.io and ShadowGit.
ShadowGit's answer:
ShadowGit is the only tool where AI assistants can directly search your code history to debug faster while using 50% fewer tokens. Auto-captures every change without touching your main git repo. Built specifically for AI-assisted development.
ShadowGit's answer:
Electron is the primary technology being used.
ShadowGit's answer:
ShadowGit is the only tool built specifically for developers using AI. Unlike generic backup tools, your AI can actually search the history to debug faster and use 50% fewer tokens. Separate shadow repo means your main git stays clean. 100% local.
ShadowGit's answer:
AI-Accelerated solo developers that use AI coding assistants daily (Claude, Cursor, Copilot), experienced enough to feel the pain (2-10 years of coding) and that want to move fast, ship often and experiment constantly.
ShadowGit's answer:
I built ShadowGit after losing 3 hours of work to a bad AI refactor. Started as a personal backup tool, but when I added MCP integration so AI could search the history, debugging time dropped 80%. Had to share it.
Share your experience with using Canny.io and ShadowGit. For example, how are they different and which one is better?
External articles and on-site reviews we used to compare the two products.


UserVoice is a Canny.io alternative that dives deeper into customer feedback. While Canny offers feedback based on upvoting, UserVoice goes further by collecting feedback from multiple avenues including email,...
Canny stands out as a popular solution for enterprise-level clients seeking robust product roadmap and feature request capabilities. Beyond its core functionalities, Canny (opens in new tab) has an enhanced user...
If you're a founder, product manager, or part of a product team evaluating tools to manage customer feedback and feature requests, you've likely come across Canny. But before settling on Canny, it's worth exploring...
We have no reviews of ShadowGit yet. Be the first one to post
Recommendations tracked on public social media and blogs since March 2021.


So I have been looking at what already implements it. Canny and Featurebase both do dedup, but their pricing scales with tracked users or admin seats. Fider is open source but is a feedback board only, with no roadmap or changelog... - Source: dev.to / about 1 month ago
What's the difference between this and like https://canny.io/ ? - Source: Hacker News / over 1 year ago
This is a slightly different feature set, but being more customer feedback centric rather than OKR centric might be worth considering: https://canny.io/. Source: almost 3 years ago
Tracking ShadowGit since Sep 2025.
When comparing Canny.io and ShadowGit, you can also consider the following products.


Git is a free and open source version control system designed to handle everything from small to very large projects with speed and efficiency. It is easy to learn and lightweight with lighting fast performance that outclasses competitors.
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The all-in-one toolkit for managing your customer feedback.
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UserVoice integrates easy-to-use feedback, helpdesk, and knowledge base management tools in one platform that empowers users to speak and companies to understand.
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Beautiful and powerful product management.
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