Help create a tailored response for a non technical audience asking about the accuracy of the figures in Mixpanel, confirm that we did several checks with the system logs and it is roughly the same, the difference we have seen so far when the comparisons were done fall between 1-5%, so we can confirm at most times we see between 95-99% of what we can see in the logs in Mixpanel. No logs are available for sign-in but we can use the registration as the baseline or principle to establish that the behaviour expected is the same Please refine and ensure they understand what is being communicated
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Certainly! Here’s a refined, non-technical explanation you can use: ---We understand that data accuracy is important for everyone relying on Mixpanel’s figures. To ensure the numbers you see in Mixpanel are trustworthy, we’ve compared Mixpanel’s data with our own system logs. After several checks, we found that the figures in Mixpanel are very close to what’s recorded in our logs—typically, the difference is only between 1% and 5%. This means that, in most cases, Mixpanel shows about 95% to 99% of the activity we see in our logs.It’s important to note that we don’t have system logs available for sign-in events, so we used registration events as our reference point. Since the process for tracking registrations is similar to sign-ins, we believe this gives us a reliable baseline for understanding overall accuracy.Small differences like this are normal and can happen for a variety of reasons, such as slight timing differences or how events are recorded. Industry best practices recognize that perfect alignment between analytics tools and system logs is rare, and differences of a few percent are generally considered acceptable for decision-making purposes. The key takeaway is that Mixpanel’s data is highly reliable and closely matches our internal records, so you can feel confident using it to inform your decisions see more on data discrepancies and best practices.If you have any further questions about the data or need more details, please let us know!
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Create a short 2-3 line response or answer to the question: Mixpanel is accurate to within 1-5% due to users who don’t accept cookies. I assume with anyone who doesn’t accept cookies we cannot track at all. Correct that it's within 95-99% kapa.ai do it in a respectful manner. Also give potential reasons for the small gaps with the system logs which is the most accurate but not the best approach because of dependency to manually extract and manipulate data
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Mixpanel’s data is typically accurate within 1-5% of our system logs, meaning we capture about 95-99% of events. This small gap is often due to users who don’t accept cookies or use ad blockers, which can prevent tracking entirely, as well as differences in how and when events are recorded. While system logs are the most complete source, they require manual extraction and processing, making Mixpanel a more practical tool for ongoing analysis see more on data discrepancies.
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I meant this is the question: Mixpanel is accurate to within 1-5% due to users who don’t accept cookies. I assume with anyone who doesn’t accept cookies we cannot track at all? Answer the question in 2-3 lines using the below information, strongly point that out that it's not accurate to within 1-5% We understand that data accuracy is important for everyone relying on Mixpanel’s figures. To ensure the numbers you see in Mixpanel are trustworthy, we’ve compared Mixpanel’s data with our own system logs. After several checks, we found that the figures in Mixpanel are very close to what’s recorded in our logs—typically, the difference is only between 1% and 5%. This means that, in most cases, Mixpanel shows about 95% to 99% of the activity we see in our logs. It’s important to note that we don’t have system logs available for sign-in events, so we used registration events as our reference point. Since the process for tracking registrations is similar to sign-ins, we believe this gives us a reliable baseline for understanding overall accuracy. Small differences like this are normal and can happen for a variety of reasons, such as slight timing differences or how events are recorded. Industry best practices recognize that perfect alignment between analytics tools and system logs is rare, and differences of a few percent are generally considered acceptable for decision-making purposes. The key takeaway is that Mixpanel’s data is highly reliable and closely matches our internal records, so you can feel confident using it to inform your decisions kapa.ai
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You are correct—if a user does not accept cookies, Mixpanel cannot track their activity at all, which contributes to the small 1-5% gap we see compared to our system logs. Other factors like ad blockers and slight differences in event timing or definitions can also cause these minor discrepancies, but overall, Mixpanel’s data remains highly reliable for most use cases see more on data discrepancies.
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Help create a tailored response for a non technical audience asking about the accuracy of the figures in Mixpanel, confirm that we did several checks with the system logs and it is roughly the same, the difference we have seen so far when the comparisons were done fall between 1-5%, so we can confirm at most times we see between 95-99% of what we can see in the logs in Mixpanel. No logs are available for sign-in but we can use the registration as the baseline or principle to establish that the behaviour expected is the same Please refine and ensure they understand what is being communicated. Make the response short and sweet straight to point within 2-3 lines. kapa.ai
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We’ve compared Mixpanel’s figures with our system logs and found they’re very close—typically within 1-5%, meaning Mixpanel captures about 95-99% of what’s in our logs. While we don’t have logs for sign-ins, using registration as a baseline gives us confidence that the data is highly reliable for decision-making see more on data discrepancies.
kapa.ai is still learning and improving, please let me know how I did by reacting below.
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Let me check the knowledge base for you again. One moment! 📚
The small 1-5% gap between Mixpanel and system logs is mainly due to factors affecting client-side tracking, such as users enabling privacy settings like "Do Not Track" in their browsers, using ad blockers, or not accepting cookies. These settings can prevent Mixpanel from capturing events entirely for those users. Other reasons include slight timing differences and variations in how events are triggered or defined between systems see more on data discrepancies.
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