Software Alternatives, Accelerators & Startups

Canny.io VS Upstack Data

Compare Canny.io VS Upstack Data and see what are their differences

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Canny.io logo Canny.io

Canny helps you collect and organize feature requests to better understand customer needs and prioritize your roadmap.

Upstack Data logo Upstack Data

Server-side tracking and identity resolution for Shopify brands.
  • Canny.io Landing page
    Landing page //
    2023-09-14
  • Upstack Data
    Image date //
    2024-12-10
  • Upstack Data
    Image date //
    2024-12-10
  • Upstack Data
    Image date //
    2024-12-10
  • Upstack Data
    Image date //
    2024-12-10
  • Upstack Data
    Image date //
    2024-12-10
  • Upstack Data
    Image date //
    2024-12-10
  • Upstack Data
    Image date //
    2024-12-10

Upstack Data is the #1 Most Reliable Ad Tracking Software For Shopify.

We help ecommerce brands identify, enrich, and activate first-party data to lower acquisition costs and drive advertising results. Our server-side tracking captures 99.9% of conversion events and delivers a 90%+ event match rate to Meta CAPI โ€” versus the ~35% typical of standard implementations. Comprehensive web analytics, multi-touch attribution, and advanced ad-platform integrations including Meta CAPI, all powered by our identity resolution technology.

One platform, from $149/mo โ€” with a 10-day free trial and a 60-day money-back guarantee.

Canny.io

Website
canny.io
$ Details
$50.0 / Monthly (100 tracked users)
Platforms
-
Release Date
-
Startup details
Country
Canada

Upstack Data

$ Details
paid Free Trial $149.0 / Monthly (Up to 500 orders*/month)
Platforms
Facebook Instagram TikTok Google Klaviyo
Release Date
2023 January
Startup details
Country
United States
State
Florida
City
Miami
Founder(s)
Michael Alt
Employees
1 - 9

Canny.io features and specs

  • User Feedback Management
    Canny offers a centralized platform for collecting, organizing, and prioritizing customer feedback. This streamlines the process of understanding user needs and determining what features to build next.
  • Roadmap Transparency
    Canny allows companies to share their product roadmaps with their users, increasing transparency and trust. Users can see what features are planned, in progress, or completed.
  • Engagement
    By allowing users to vote on features and suggestions, Canny increases user engagement and makes them feel involved in the product development process.
  • Integrations
    Canny integrates with various popular tools like Intercom, Slack, and GitHub, enabling seamless workflows and better team collaboration.
  • Analytics
    Canny provides analytics and reporting tools to help teams understand trends in user feedback and make data-driven decisions.
  • Seamless Integration
    The integration between Canny and Intercom is seamless, allowing for easy setup and interaction. It enables teams to use both tools without having to constantly switch contexts.
  • Improved Product Development
    By gathering insights directly from users, product teams can make informed decisions, leading to improved product features and functionality that closely align with user needs.
  • Customer Engagement
    Engaging with customers becomes more streamlined, as Canny provides a platform within Intercom for users to submit their ideas and see progress, thereby increasing transparency and trust.
  • Centralized Feedback System
    Canny consolidates feedback from various channels into a single location, making it easier to track, analyze, and act upon without switching between different platforms.
  • User Engagement
    Canny Changelog allows companies to keep their users engaged by providing continuous updates on product features and improvements, making users feel involved in the development process.
  • Streamlined Communication
    This tool centralizes communication about product updates, ensuring that users and stakeholders receive consistent and clear information through one platform.
  • Feedback Loop
    Integrating changelogs with feedback features allows developers to capture user reactions to new updates, thereby creating a beneficial feedback loop for future development.
  • Customization
    Canny Changelog offers customization options, enabling businesses to tailor the appearance and content to fit their branding and specific audience needs.
  • Easy Integration
    The product changelog can be easily integrated into existing workflows and platforms, making it a seamless addition to a company's software ecosystem.

Possible disadvantages of Canny.io

  • Cost
    Canny is a paid service and the cost can be a barrier for small startups or companies with limited budgets.
  • Ramp-up Time
    New users and teams might require some time to fully understand and utilize all the features that Canny offers, which could involve a learning curve.
  • Limited Customization
    Some users may find the platform's customization options somewhat limited, which could be a constraint for companies with very specific needs or workflows.
  • Dependency on User Participation
    The effectiveness of Canny heavily relies on user participation. If users are not actively providing feedback or voting, the tool's utility can diminish.
  • Feature Scope
    Canny's focus is on feedback management and roadmapping, but it doesnโ€™t cover other aspects of product management like task tracking or sprint planning, which might necessitate additional tools.
  • Learning Curve
    New users might encounter a learning curve when familiarizing themselves with Canny and its integration with Intercom, which may take some time to get used to efficiently.
  • Potential Overlap
    For companies already using other feedback management systems, Canny could create overlap, leading to confusion and potential data redundancy.
  • Cost Considerations
    Depending on the pricing structure of both Canny and Intercom, the integration may lead to higher costs, which could be a consideration for smaller businesses or startups.
  • Dependency on Intercom
    Companies that are looking to switch away from Intercom might find themselves tied to the platform due to the deep integration with Canny, potentially limiting flexibility in choosing communication tools.
  • Cost Implications
    Depending on the pricing structure, the use of Canny Changelog might lead to additional costs for a company, which could be a factor for smaller businesses or startups.
  • Overhead for Management
    Managing and regularly updating the changelog can introduce extra overhead for product teams, who must ensure timely and accurate entries.
  • Dependency on External Tool
    Relying on an external tool for changelogs may pose a risk if there are service disruptions or if the tool's features change in ways that don't align with business needs.

Upstack Data features and specs

  • Replace GA4 with comprehensive web analytics
    Track visitor behavior, traffic by channel and referrer, and real-time KPIs like revenue per session and session conversion rate.
  • Cross-device, cross-browser identity resolution
    Go beyond UTM tracking by connecting visitors across browsers, devices, and sessions โ€” reaching a 90%+ match rate versus the ~35% typical of standard setups.
  • Recover more abandoned carts with Upstack ID
    Trigger Klaviyo flows to known customers who'd otherwise appear anonymous โ€” often returning more than the monthly subscription costs.
  • In-platform New Customer CPA & ROAS
    Report NC-CPA and NC-ROAS directly inside the Meta Ads dashboard.
  • Multi-touch attribution
    Identify the most profitable channels to confidently scale what works and cut what doesn't.
  • Cohort analysis of LTV & AOV
    Track customer lifetime value and average order value by cohort over time.
  • Powerful marketing analytics
    Monitor KPIs by channel and watch RPV, LTV, CAC, and CVR improve over days, weeks, and years.
  • Enterprise features at half the cost
    Built by a bootstrapped team of data engineers focused on the meaty middle. No contracts, no salespeople, no venture capital.

Analysis of Canny.io

Overall verdict

  • Canny.io is a solid choice for teams looking to streamline their product feedback process and ensure they are focusing on the features that matter most to their users. It is well-regarded for its ease of use, integration capabilities, and ability to provide actionable insights from customer feedback.

Why this product is good

  • Canny.io is generally considered a good tool because it facilitates customer feedback, helps prioritize product features, and enhances communication between product teams and users. It offers features like voting on suggestions, a changelog to communicate updates, and a roadmap to provide transparency, making it especially useful for software development and product management teams.

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.

Analysis of Upstack Data

Overall verdict

  • I don't have verified, up-to-date information about upstackdata.com specifically, so I can't confirm its legitimacy, quality, or reputation. Before using it, independently verify company registration, read third-party reviews (Trustpilot, BBB, G2), check for transparent pricing and data-sourcing/privacy policies, and test customer support responsiveness.

Why this product is good

  • No verified independent reviews or reputation data could be confirmed for this specific domain
  • Data-related services vary widely in quality, compliance, and sourcing ethics, so claims should be validated directly
  • Legitimacy checks (business registration, SSL, privacy policy, refund/support terms) are essential before trusting any data vendor

Recommended for

  • Users who first verify the company's credentials, reviews, and data compliance practices
  • Businesses needing data services who are willing to test with a small trial or paid pilot before committing
  • Not recommended for immediate large-scale use without independent due diligence

Canny.io videos

How to Collect Customer Feedback Using Canny.io

More videos:

Upstack Data videos

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

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Category Popularity

0-100% (relative to Canny.io and Upstack Data)
Customer Feedback
100 100%
0% 0
Shopify Apps
0 0%
100% 100
User Feedback
100 100%
0% 0
Marketing Analytics
0 0%
100% 100

Questions & Answers

As answered by people managing Canny.io and Upstack Data.

Who are some of the biggest customers of your product?

Upstack Data's answer:

Upstack Data works with DTC Shopify brands including Perfect White Tee, Maelove, Labucq, Printfresh, Champo, Paire, Montreal Weights, and Aquarium Co-op.

What's the story behind your product?

Upstack Data's answer:

Upstack Data was founded by Michael Alt to solve a problem hurting Shopify brands: browser-based tracking quietly loses data to iOS restrictions, ad blockers, and cookie expiration, leaving ad platforms optimizing on incomplete information. By capturing conversion events server-side and resolving visitor identity across devices, Upstack Data gives Meta, Google, and Klaviyo the data they need to optimize for buyers, not browsers โ€” helping brands drive 7- and 8-figure growth and recover millions in revenue.

Which are the primary technologies used for building your product?

Upstack Data's answer:

Upstack Data is built on server-side event capture through the Conversion API (CAPI), a cross-device identity resolution engine (Upstack ID), a multi-touch attribution model, and native Klaviyo integration for abandonment recovery.

How would you describe the primary audience of your product?

Upstack Data's answer:

DTC Shopify brands running Meta, Google, and TikTok ads โ€” typically those spending $50Kโ€“$5M per month on advertising who want to reduce the data loss caused by iOS restrictions, ad blockers, and cookie expiration.

What makes your product unique?

Upstack Data's answer:

Most tools track anonymous actions. Upstack Data resolves the actual identity of visitors across browsers, devices, and sessions, then sends that enriched data to Meta, Google, and Klaviyo in a form they can act on โ€” driving lower CAC, better attribution, and more recovered revenue. The result is a 90%+ Meta CAPI match rate, versus the ~35% typical of standard implementations.

Why should a person choose your product over its competitors?

Upstack Data's answer:

Upstack Data replaces a multi-tool stack โ€” like Elevar plus Triple Whale โ€” with a single server-side tracking and identity resolution platform, at a fraction of the cost. Setup takes about 30 minutes with no developer required, and every plan comes with a 10-day free trial and a 60-day money-back guarantee.

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Canny.io and Upstack Data

Canny.io Reviews

10 Best Canny Alternatives and Competitors in 2025
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, questionnaires, chat, and automated feedback forms. Use this tool to leverage user feedback and build more innovative products. โš’๏ธ
Source: clickup.com
Top 10 FeatureBase alternatives you should evaluate in 2024
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 interface and seamless user experience, suitable mainly for large-scale businesses. Canny is a b2b customer feedback tool that lets you track which customers want...
Source: featureos.app
17 Best Canny Alternatives in 2024
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 some of the top Canny alternatives available in 2024.
Source: supahub.com
18 Best Idea Management Software to Facilitate Innovation 2023
Canny is an AI tool that helps teams capture, organize, and analyze product feedback so they can better understand what their customers want to see. Canny allows you to add relevant company data from other work tools, categorize feedback based on use cases, and filter the requests you see rolling in so no customer request goes untouched.
Source: clickup.com
30+ Customer Feedback Tools comparison
The coverage rate metric measures the percentage of users that have provided you with feedback. UserVoice reports that at least 15% coverage rate is considered satisfactory with typical rate ranging up to 50%. While Canny customers see a typical rate of 5%.
Source: clearflask.com

Upstack Data Reviews

We have no reviews of Upstack Data yet.
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Social recommendations and mentions

Based on our record, Canny.io seems to be more popular. It has been mentiond 42 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.

Canny.io mentions (42)

  • Show HN: I Built a Customer Feedback Tool
    What's the difference between this and like https://canny.io/ ? - Source: Hacker News / over 1 year ago
  • Affordable product management tool to track OKR and product roadmaps
    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: over 2 years ago
  • Feedback SaaS platform dedicated to Flutter - rate my idea
    Solutions like canny.io makes >$2M in ARR. My aim is to create product combining some features from canny and wiredash. Source: over 2 years ago
  • Feedback SaaS platform dedicated to Flutter - rate my idea
    Researched the market and found https://wiredash.io/ - which is great tool, but it costs so much. 99 usd monhtly is.... 5 hours of work in Poland, where I live. Also I want to share project roadmap with my users inside it. Something like https://canny.io/ integrated into app. Source: over 2 years ago
  • Ask HN: Who is hiring? (November 2023)
    Canny | Software Engineer | REMOTE | Full-time | https://canny.io Canny helps software companies keep track of feature requests to build better products. * Early-stage startup, 17 person team, $3m+ annual recurring revenue * 100% remote, distributed across US, Canada, Spain, Turkey * Bootstrapped and profitable https://careers.canny.io/?utm_source=hn Why work at Canny: https://canny.io/blog/work-at-canny/. - Source: Hacker News / almost 3 years ago
View more

Upstack Data mentions (0)

We have not tracked any mentions of Upstack Data yet. Tracking of Upstack Data recommendations started around Dec 2024.

What are some alternatives?

When comparing Canny.io and Upstack Data, you can also consider the following products

Upvoty - User feedback in 1 simple overview ๐Ÿ”ฅ

Elevar - Deploy a data layer, connect to 40+ marketing channels, ensure all of your conversions are tracked, and enable server side tagging for Shopify.

UserVoice - UserVoice integrates easy-to-use feedback, helpdesk, and knowledge base management tools in one platform that empowers users to speak and companies to understand.

Triple Whale - Triple Whale helps ecommerce brands make better decisions with better data.

Featurebase - The all-in-one toolkit for managing your customer feedback.

Littledata - Award-winning Google Analytics toolbox for Ecommerce sites