Running ads but seeing poor conversions? The issue might be your analysis. This article teaches you to use Data4 for cross-analysis, uncovering the vital link between where your visitors come from and what they do, ensuring every marketing dollar counts.
As an independent store owner, do you often face these questions:
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A channel brings lots of traffic, but no conversions?
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You're spending money, but don't know which channel truly delivers value?
The solution isn't more data, but connecting the dots. Data4's multiple dimensions let you easily perform "Source + Page" analysis to find answers fast.
Scenario 1: Evaluate the "Quality" & "Quantity" of Traffic Channels
Volume alone is not enough.
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Identify Core Channels: In Data4's [Overview], check the [Engine Source] dimension. You'll see traffic from
google.com,baidu.com,facebook.com, etc. -
Judge Channel Quality: Here's the key step! Don't just look at "Visitors"; focus on the "Average Visit Duration" and "Bounce Rate" next to the "Percentage".
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High-Quality Channel: Solid visitor numbers, with long "Average Visit Duration" and low "Bounce Rate". This means users are engaged.
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Problem Channel: Even with high traffic, if the "Bounce Rate" is very high and "Average Visit Duration" is very short, the user intent doesn't match your site—you might be wasting budget.
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💡 Practical Insight:
If you find traffic from baidu.com has a high bounce rate (>80%), while traffic from google.com has a much lower one (~40%), the conclusion is clear: focus more on optimizing Google Ads or SEO.

Scenario 2: Pinpoint Optimization Pages to Enhance User Experience
Once you know channel quality, optimize the post-click experience.
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Find User "Entry Points" & "Interests": Check [Popular Pages] and [Entry Pages].
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If
/zh/(homepage) is your main entry page but users leave quickly, you need to ask: is the "first screen" compelling enough?
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Analyze with Sources: Connect pages with sources.
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If many users from a Facebook ad land on
/zh/download/but don't download, then that landing page's design, copy, or process needs work.
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💡 Practical Insight:
Your [UTM Sources] report shows a KOL campaign brought many visitors. Check [Popular Pages] to see which product pages these visitors viewed, accurately measuring that KOL's impact and guiding future collaborations.

Conclusion: From "Looking" to "Using" Data
Data analysis isn't about numbers; it's about connecting clues to guide action. With Data4, you can:
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Evaluate channel value and stop paying for ineffective traffic.
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Locate problem pages and optimize user experience with precision.
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Verify marketing campaigns, making the result of every promotion clear.
Use Data4 to re-examine your traffic today.You'll find growth opportunities hidden in the details you've overlooked.