Compare traffic over time

Compare traffic over time in Google Analytics — with the four heights of help laid out: do it now, make it easier for the next person to accept, work out the right move when you are stuck, and learn the pattern so it stops coming back.

4prompt heights
Open it in the interactive atlas →

The four heights

The same task, four distances: today's deadline, the next reviewer, the stuck moment, the pattern.

Execute — do the immediate task

+
The CEO wants last-quarter versus this-quarter traffic comparison for the product pages by Friday.…
The CEO wants last-quarter versus this-quarter traffic comparison for the product pages by Friday. Send a concise report showing total sessions for each quarter, percent change, and the top three pages driving the change. Use the content grouping for product pages and verify the same date alignment for both quarters.

Improve — make it easier to accept

+
Before I give the quarter-over-quarter traffic slide to the CEO, make the comparison easy to read:…
Before I give the quarter-over-quarter traffic slide to the CEO, make the comparison easy to read: put percent change at the top, show a table of the top five product pages with their quarter sessions and deltas, and highlight whether the change is due to fewer sessions or fewer pages receiving traffic. Call out any tracking changes or site restructures that would distort the comparison.

Decide — diagnose the stuck moment

+
Quarter-over-quarter product page sessions are down 18% and I don’t know if that’s seasonality,…

I ran the quarter comparison and traffic to product pages fell 18% but our promo calendar was different.

Quarter-over-quarter product page sessions are down 18% and I don’t know if that’s seasonality, fewer campaigns, or a tagging problem from the replatform last month. I can list campaigns and the replatform date but not whether the replatform affected page paths. What’s the best next step to separate true traffic loss from measurement changes before I present to the CEO?

Become — change the pattern

+
Quarterly reports keep showing unexplained dips on product pages and I spend hours hunting causes.…

Each quarter I defend the same unexplained traffic dips to leadership.

Quarterly reports keep showing unexplained dips on product pages and I spend hours hunting causes. Where are we repeatedly failing—campaign alignment, tagging governance, or calendar discipline—and what single process change will cut the time I spend investigating these dips by half?

Next to this one

Other web analytics work people do in Google Analytics.

Every task here came from the work, not from a feature list — which is why the prompts name what you want done and never the button that does it. The tool changes; the work does not.
Copyright © LLOS.ai · 2026 — original pedagogy, voice, and design — all rights reserved.

The rest of the map

Same library, five ways in.