Pipeline GurusAli Yousef Task

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Q3 2025 versus Q2 2026. An increase is not automatically good. When engagement falls while sessions rise, my assumption is paid.

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-6.3%

Sessions change

3,391 → 3,176

-13.4 pt

Engagement change

55.9% → 42.5%

-48.6%

Paid mix-column change

1,924 → 989

Columns
KPI comparison
Sessions3,3913,176-215-6.3%Less volume. I would check whether quality improved.
Users (monthly sum)3,0482,686-362-11.9%A sum of monthly rows, not unique people across the window.
Engagement rate55.9%42.5%-13.4 pt-24.0%Quality worsened even if volume rose.
Direct sessions7181,148430+59.9%This is the floor of the engine.
Paid sessions (mix column)1,924989-935-48.6%Paid receded; I would look at Organic Search time.
Organic Search column42145635+8.3%This is the highest-quality scalable channel I can see in the full window.
Key events5,0861,311-3,775-74.2%This total mixes hiring and generic actions. I would not treat a rise as leads.

What I noticed. Sessions moved -6.3% while engagement moved -13.4 points. Paid mix-column moved -48.6%.

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-6.3% sessions, -13.4 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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