Pipeline GurusAli Yousef Task

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Q3 2025 versus Q1 2026. An increase is not automatically good. When engagement falls while sessions rise, my assumption is paid.

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+181.8%

Sessions change

3,391 → 9,555

-3.5 pt

Engagement change

55.9% → 52.4%

+125.7%

Paid mix-column change

1,924 → 4,343

Columns
KPI comparison
Sessions3,3919,5556,164+181.8%More volume. I would check whether paid caused it.
Users (monthly sum)3,0488,5065,458+179.1%A sum of monthly rows, not unique people across the window.
Engagement rate55.9%52.4%-3.5 pt-6.3%Quality worsened even if volume rose.
Direct sessions7183,3662,648+368.8%This is the floor of the engine.
Paid sessions (mix column)1,9244,3432,419+125.7%Likely the spike mechanism.
Organic Search column421733312+74.1%This is the highest-quality scalable channel I can see in the full window.
Key events5,0864,303-783-15.4%This total mixes hiring and generic actions. I would not treat a rise as leads.

What I noticed. Sessions moved +181.8% while engagement moved -3.5 points. Paid mix-column moved +125.7%.

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 noticedThe numbersHow I am reading itWhat I would do next
Direction needs a quality test+181.8% sessions, -3.5 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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