Comparisons
Q4 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+595.9%
Sessions change
3,095 → 21,539
+2.0 pt
Engagement change
48.6% → 50.6%
+937.7%
Paid mix-column change
795 → 8,250
Columns
| Sessions | 3,095 | 21,539 | 18,444 | +595.9% | More volume. I would check whether paid caused it. |
| Users (monthly sum) | 2,666 | 18,703 | 16,037 | +601.5% | A sum of monthly rows, not unique people across the window. |
| Engagement rate | 48.6% | 50.6% | +2.0 pt | +4.1% | Quality improved. I would confirm the mix. |
| Direct sessions | 1,504 | 8,013 | 6,509 | +432.8% | This is the floor of the engine. |
| Paid sessions (mix column) | 795 | 8,250 | 7,455 | +937.7% | Likely the spike mechanism. |
| Organic Search column | 342 | 2,460 | 2,118 | +619.3% | This is the highest-quality scalable channel I can see in the full window. |
| Key events | 1,433 | 13,250 | 11,817 | +824.6% | This total mixes hiring and generic actions. I would not treat a rise as leads. |
What I noticed. Sessions moved +595.9% while engagement moved +2.0 points. Paid mix-column moved +937.7%.
How I am reading it. Volume and quality can disagree. I would read the mix columns before calling this growth or decline.
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 | +595.9% sessions, +2.0 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. |