Comparisons
Q3 2025 versus Full window (includes a partial month). An increase is not automatically good. When engagement falls while sessions rise, my assumption is paid.
Swap windows
Reset filters+535.2%
Sessions change
3,391 → 21,539
-5.3 pt
Engagement change
55.9% → 50.6%
+328.8%
Paid mix-column change
1,924 → 8,250
Columns
| Sessions | 3,391 | 21,539 | 18,148 | +535.2% | More volume. I would check whether paid caused it. |
| Users (monthly sum) | 3,048 | 18,703 | 15,655 | +513.6% | A sum of monthly rows, not unique people across the window. |
| Engagement rate | 55.9% | 50.6% | -5.3 pt | -9.5% | Quality worsened even if volume rose. |
| Direct sessions | 718 | 8,013 | 7,295 | +1,016.0% | This is the floor of the engine. |
| Paid sessions (mix column) | 1,924 | 8,250 | 6,326 | +328.8% | Likely the spike mechanism. |
| Organic Search column | 421 | 2,460 | 2,039 | +484.3% | This is the highest-quality scalable channel I can see in the full window. |
| Key events | 5,086 | 13,250 | 8,164 | +160.5% | This total mixes hiring and generic actions. I would not treat a rise as leads. |
What I noticed. Sessions moved +535.2% while engagement moved -5.3 points. Paid mix-column moved +328.8%.
How I am reading it. The later window bought more traffic of worse quality. That looks like the Paid Social pattern.
Where I would go next
| What I noticed | The numbers | How I am reading it | What I would do next |
|---|---|---|---|
| Direction needs a quality test | +535.2% sessions, -5.3 pt engagement. | Volume and quality can disagree, so I would not call this growth from sessions alone. | I would carry both numbers into any budget conversation. |