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Scarf’s mission is to empower our users with insights on how their software is being used.
Our core service lets you identify which companies are viewing your documents, downloading your packages or executing your software, we call these Monthly Tracked Companies (MTCs). The foundation of Scarf company tracking is IP Address attribution. Our Company Tracking algorithm considers confidence and reputation scores from multiple sources to provide what we believe to be the best matching data in the industry. Despite our confidence, “best” still isn’t perfect. We are tracking individual endpoints, but understand that IP addresses can change assignment or be shared by multiple users or companies, that means matches Scarf provides might not always be 100% accurate. That’s why we’re excited to introduce our newest feature: Match Feedback!
What Is Match Feedback?
In a nutshell, Match Feedback allows you to fix and fine-tune your company matches. Whether an event (like a document view or package download) is correctly attributed to a company or not, you now have the power to say, “Yes, this is correct,” or, “Nope, try again.”
With Match Feedback, you can:
Remove companies that shouldn't appear
Correct misattributed downloads or views
We’re putting control back into your hands, so your data reflects what’s happening in the real world!
Match Feedback In Action
You can submit three types of feedback:
Negative: If a company match is wrong, mark it as negative. These matches won’t show up again for future events.
Positive: If you know a match is right but not showing, submit positive feedback. This helps Scarf improve and build an even more accurate IP database just for you!
Neutral: Mistakes happen! If you want to undo feedback, submit neutral feedback to reset things back to normal.
What’s Coming Next?
Match Feedback is just the beginning! We’re already cooking up more features, including:
Positive Match Feedback at the IP-Level: Correct individual events more precisely.
Match Feedback Comments: Want to explain why you submitted feedback? Add comments to make your feedback even more actionable.
Global Feedback: Admins will soon be able to apply feedback globally across all customers.
How to Get Started?
Get a Scarf account. Match Feedback is available for Scarf customers with a paid plan. If you're interested, just make sure your Stripe subscription includes the user-feedback feature, or reach out to us to enable it! It's super easy – head to your Company Activity Pages (CAP) in the Scarf Web UI to start submitting feedback.
We hope you love this feature as much as we loved building it for you. Got questions or want to dive deeper? Feel free to reach out to our support team – we're here to help!
Happy Scarf-ing! 🎉
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Scarf’s mission is to empower our users with insights on how their software is being used.
Our core service lets you identify which companies are viewing your documents, downloading your packages or executing your software, we call these Monthly Tracked Companies (MTCs). The foundation of Scarf company tracking is IP Address attribution. Our Company Tracking algorithm considers confidence and reputation scores from multiple sources to provide what we believe to be the best matching data in the industry. Despite our confidence, “best” still isn’t perfect. We are tracking individual endpoints, but understand that IP addresses can change assignment or be shared by multiple users or companies, that means matches Scarf provides might not always be 100% accurate. That’s why we’re excited to introduce our newest feature: Match Feedback!
What Is Match Feedback?
In a nutshell, Match Feedback allows you to fix and fine-tune your company matches. Whether an event (like a document view or package download) is correctly attributed to a company or not, you now have the power to say, “Yes, this is correct,” or, “Nope, try again.”
With Match Feedback, you can:
Remove companies that shouldn't appear
Correct misattributed downloads or views
We’re putting control back into your hands, so your data reflects what’s happening in the real world!
Match Feedback In Action
You can submit three types of feedback:
Negative: If a company match is wrong, mark it as negative. These matches won’t show up again for future events.
Positive: If you know a match is right but not showing, submit positive feedback. This helps Scarf improve and build an even more accurate IP database just for you!
Neutral: Mistakes happen! If you want to undo feedback, submit neutral feedback to reset things back to normal.
What’s Coming Next?
Match Feedback is just the beginning! We’re already cooking up more features, including:
Positive Match Feedback at the IP-Level: Correct individual events more precisely.
Match Feedback Comments: Want to explain why you submitted feedback? Add comments to make your feedback even more actionable.
Global Feedback: Admins will soon be able to apply feedback globally across all customers.
How to Get Started?
Get a Scarf account. Match Feedback is available for Scarf customers with a paid plan. If you're interested, just make sure your Stripe subscription includes the user-feedback feature, or reach out to us to enable it! It's super easy – head to your Company Activity Pages (CAP) in the Scarf Web UI to start submitting feedback.
We hope you love this feature as much as we loved building it for you. Got questions or want to dive deeper? Feel free to reach out to our support team – we're here to help!
Happy Scarf-ing! 🎉
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The foundation of Scarf company tracking is IP Address attribution. Our Company Tracking algorithm considers confidence and reputation scores from multiple sources to provide what we believe to be the best matching data in the industry. In a nutshell, Match Feedback allows you to fix and fine-tune your company matches.
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On the Hacking Open Source Business podcast, Joseph Jacks aka JJ (Founder, OSS Capital) joins Avi Press (Founder and CEO, Scarf) and Matt Yonkovit (The HOSS, Scarf) to share what you need to know before starting a commercial open source software (COSS) company and how you can set yourself and your project apart in a way that attracts investor funding. As an investor who exclusively focuses on open source startups, JJ provides a VC perspective on what he looks for when evaluating investment opportunities.
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In this recap of the first episode of the Hacking Open Source Business Podcast, co-hosts Matt Yonkovit and Avi Press, Scarf Founder and CEO, dig into a recent controversy that highlights the challenges open source projects face trying to create sustainable revenue streams to support a business or a non-profit that funds the project’s growth.
Scarf Sessions is a new stream where we have conversations with people shaping the landscape in open source and open source sustainability. This post will give a recap of the conversation Scarf CEO, Avi Press and I had with our guest Stefano Maffulli.
Community is important to the success of open source software. To understand and grow a community, project founders and maintainers need visibility into various technical, social, and even financial metrics. But what metrics should we be using?
Should Python eggs be deprecated in favor of wheels? What does the data show? This post explores how the right data can make decisions like this easier for maintainers and Open Source organizations.
Keeping your Salesforce accounts in sync with Scarf’s company data gives your team a clearer picture of how organizations are engaging with your open-source project.
Companies offering open source are pouring resources into the project, but it remains a black hole for go-to-market teams—high adoption, but no clear path to conversion. With Scarf, company-level usage data is available while maintaining privacy. The native integration with Salesforce and Hubspot, brings your open source users from passive usage to pipeline acceleration.
Open source projects generate a treasure trove of data (downloads, doc views, project usage), but most open source companies aren’t tapping into it. Here’s how Scarf helps us, and how it can help you do the same with your marketing.
Scarf’s mission is to empower our users with insights on how their software is being used.
Our core service lets you identify which companies are viewing your documents, downloading your packages or executing your software, we call these Monthly Tracked Companies (MTCs). The foundation of Scarf company tracking is IP Address attribution. Our Company Tracking algorithm considers confidence and reputation scores from multiple sources to provide what we believe to be the best matching data in the industry. Despite our confidence, “best” still isn’t perfect. We are tracking individual endpoints, but understand that IP addresses can change assignment or be shared by multiple users or companies, that means matches Scarf provides might not always be 100% accurate. That’s why we’re excited to introduce our newest feature: Match Feedback!
What Is Match Feedback?
In a nutshell, Match Feedback allows you to fix and fine-tune your company matches. Whether an event (like a document view or package download) is correctly attributed to a company or not, you now have the power to say, “Yes, this is correct,” or, “Nope, try again.”
With Match Feedback, you can:
Remove companies that shouldn't appear
Correct misattributed downloads or views
We’re putting control back into your hands, so your data reflects what’s happening in the real world!
Match Feedback In Action
You can submit three types of feedback:
Negative: If a company match is wrong, mark it as negative. These matches won’t show up again for future events.
Positive: If you know a match is right but not showing, submit positive feedback. This helps Scarf improve and build an even more accurate IP database just for you!
Neutral: Mistakes happen! If you want to undo feedback, submit neutral feedback to reset things back to normal.
What’s Coming Next?
Match Feedback is just the beginning! We’re already cooking up more features, including:
Positive Match Feedback at the IP-Level: Correct individual events more precisely.
Match Feedback Comments: Want to explain why you submitted feedback? Add comments to make your feedback even more actionable.
Global Feedback: Admins will soon be able to apply feedback globally across all customers.
How to Get Started?
Get a Scarf account. Match Feedback is available for Scarf customers with a paid plan. If you're interested, just make sure your Stripe subscription includes the user-feedback feature, or reach out to us to enable it! It's super easy – head to your Company Activity Pages (CAP) in the Scarf Web UI to start submitting feedback.
We hope you love this feature as much as we loved building it for you. Got questions or want to dive deeper? Feel free to reach out to our support team – we're here to help!
Happy Scarf-ing! 🎉
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