Pipeline GurusAli Yousef Task

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Q3 2026 (includes a partial month) versus Q3 2025. An increase is not automatically good. When engagement falls while sessions rise, my assumption is paid.

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+46.0%

Sessions change

2,322 → 3,391

+6.8 pt

Engagement change

49.1% → 55.9%

+866.8%

Paid mix-column change

199 → 1,924

Columns
KPI comparison
Sessions2,3223,3911,069+46.0%More volume. I would check whether paid caused it.
Users (monthly sum)1,7973,0481,251+69.6%A sum of monthly rows, not unique people across the window.
Engagement rate49.1%55.9%+6.8 pt+13.8%Quality improved. I would confirm the mix.
Direct sessions1,277718-559-43.8%This is the floor of the engine.
Paid sessions (mix column)1991,9241,725+866.8%Likely the spike mechanism.
Organic Search column508421-87-17.1%This is the highest-quality scalable channel I can see in the full window.
Key events1,1175,0863,969+355.3%This total mixes hiring and generic actions. I would not treat a rise as leads.

What I noticed. Sessions moved +46.0% while engagement moved +6.8 points. Paid mix-column moved +866.8%.

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+46.0% sessions, +6.8 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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