Pipeline GurusAli Yousef Task

Comparisons

Q3 2026 (includes a partial month) versus Q3 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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0.0%

Sessions change

2,322 → 2,322

0.0 pt

Engagement change

49.1% → 49.1%

0.0%

Paid mix-column change

199 → 199

Columns
KPI comparison
Sessions2,3222,32200.0%Less volume. I would check whether quality improved.
Users (monthly sum)1,7971,79700.0%A sum of monthly rows, not unique people across the window.
Engagement rate49.1%49.1%0.0 pt0.0%Quality improved. I would confirm the mix.
Direct sessions1,2771,27700.0%This is the floor of the engine.
Paid sessions (mix column)19919900.0%Paid receded; I would look at Organic Search time.
Organic Search column50850800.0%This is the highest-quality scalable channel I can see in the full window.
Key events1,1171,11700.0%This total mixes hiring and generic actions. I would not treat a rise as leads.

What I noticed. Sessions moved 0.0% while engagement moved 0.0 points. Paid mix-column moved 0.0%.

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 test0.0% sessions, 0.0 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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