Pipeline GurusAli Yousef Task

Comparisons

Jul–Dec 2025 versus Q4 2025. An increase is not automatically good. When engagement falls while sessions rise, my assumption is paid.

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-52.3%

Sessions change

6,486 → 3,095

-3.8 pt

Engagement change

52.5% → 48.6%

-70.8%

Paid mix-column change

2,719 → 795

Columns
KPI comparison
Sessions6,4863,095-3,391-52.3%Less volume. I would check whether quality improved.
Users (monthly sum)5,7142,666-3,048-53.3%A sum of monthly rows, not unique people across the window.
Engagement rate52.5%48.6%-3.8 pt-7.3%Quality worsened even if volume rose.
Direct sessions2,2221,504-718-32.3%This is the floor of the engine.
Paid sessions (mix column)2,719795-1,924-70.8%Paid receded; I would look at Organic Search time.
Organic Search column763342-421-55.2%This is the highest-quality scalable channel I can see in the full window.
Key events6,5191,433-5,086-78.0%This total mixes hiring and generic actions. I would not treat a rise as leads.

What I noticed. Sessions moved -52.3% while engagement moved -3.8 points. Paid mix-column moved -70.8%.

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 noticedThe numbersHow I am reading itWhat I would do next
Direction needs a quality test-52.3% sessions, -3.8 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.

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