Pipeline GurusAli Yousef Task

Comparisons

Q3 2026 (includes a partial month) 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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+548.3%

Sessions change

2,322 → 15,053

+0.7 pt

Engagement change

49.1% → 49.8%

+2,679.4%

Paid mix-column change

199 → 5,531

Columns
KPI comparison
Sessions2,32215,05312,731+548.3%More volume. I would check whether paid caused it.
Users (monthly sum)1,79712,98911,192+622.8%A sum of monthly rows, not unique people across the window.
Engagement rate49.1%49.8%+0.7 pt+1.4%Quality improved. I would confirm the mix.
Direct sessions1,2775,7914,514+353.5%This is the floor of the engine.
Paid sessions (mix column)1995,5315,332+2,679.4%Likely the spike mechanism.
Organic Search column5081,6971,189+234.1%This is the highest-quality scalable channel I can see in the full window.
Key events1,1176,7315,614+502.6%This total mixes hiring and generic actions. I would not treat a rise as leads.

What I noticed. Sessions moved +548.3% while engagement moved +0.7 points. Paid mix-column moved +2,679.4%.

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+548.3% sessions, +0.7 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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