Pipeline GurusAli Yousef Task

Comparisons

Full window (includes a partial month) versus Q3 2026 (includes a partial month). An increase is not automatically good. When engagement falls while sessions rise, my assumption is paid.

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-89.2%

Sessions change

21,539 → 2,322

-1.5 pt

Engagement change

50.6% → 49.1%

-97.6%

Paid mix-column change

8,250 → 199

Columns
KPI comparison
Sessions21,5392,322-19,217-89.2%Less volume. I would check whether quality improved.
Users (monthly sum)18,7031,797-16,906-90.4%A sum of monthly rows, not unique people across the window.
Engagement rate50.6%49.1%-1.5 pt-2.9%Quality worsened even if volume rose.
Direct sessions8,0131,277-6,736-84.1%This is the floor of the engine.
Paid sessions (mix column)8,250199-8,051-97.6%Paid receded; I would look at Organic Search time.
Organic Search column2,460508-1,952-79.3%This is the highest-quality scalable channel I can see in the full window.
Key events13,2501,117-12,133-91.6%This total mixes hiring and generic actions. I would not treat a rise as leads.

What I noticed. Sessions moved -89.2% while engagement moved -1.5 points. Paid mix-column moved -97.6%.

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-89.2% sessions, -1.5 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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