Same ad. Same numbers. A different month.

A campaign's numbers say what happened. The crowd's side suggests why, and the why depends on when it ran. Here is one Bärig ad, with the numbers a platform might report, debriefed twice: against the conversation of May 2026, and of September 2026.

How this works.

For each month, Crowdsim read what was being published in the lead-up (the two months before, the mood people carried in) and while the ad ran (what was in the news as they saw it), and nothing published after the month ended. Then the crowd gave its side of the same numbers. The numbers are never changed; the crowd only adds the why, as a starting point to check against real comments.

Both debriefs were run once by the engine and saved. Bärig and its people are fictional; the signals and their sources are real. This week's pulse · Run a campaign yourself