Pipeline GurusAli Yousef Task

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Q4 2025 versus Jan–Sep 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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+386.4%

Sessions change

3,095 → 15,053

+1.2 pt

Engagement change

48.6% → 49.8%

+595.7%

Paid mix-column change

795 → 5,531

Columns
KPI comparison
Sessions3,09515,05311,958+386.4%More volume. I would check whether paid caused it.
Users (monthly sum)2,66612,98910,323+387.2%A sum of monthly rows, not unique people across the window.
Engagement rate48.6%49.8%+1.2 pt+2.4%Quality improved. I would confirm the mix.
Direct sessions1,5045,7914,287+285.0%This is the floor of the engine.
Paid sessions (mix column)7955,5314,736+595.7%Likely the spike mechanism.
Organic Search column3421,6971,355+396.2%This is the highest-quality scalable channel I can see in the full window.
Key events1,4336,7315,298+369.7%This total mixes hiring and generic actions. I would not treat a rise as leads.

What I noticed. Sessions moved +386.4% while engagement moved +1.2 points. Paid mix-column moved +595.7%.

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+386.4% sessions, +1.2 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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