Video Ad Reporting: What Your Dashboard Should Actually Show

Most marketing dashboards are monuments to data availability. Everything the platform reports, displayed somewhere, organized by someone who was told to "build a dashboard." The result is comprehensive and useless — so much information that nothing stands out, so many numbers that nobody knows which ones to act on.

The one-question dashboard

A dashboard should answer one question. Not "how is marketing doing?" — that's not one question. A specific question: "Are our ads performing better this week than last week?" or "Which ad should we scale next?" or "Is creative fatigue emerging anywhere in the portfolio?"

The one-question constraint forces prioritization. If the dashboard answers "are our ads performing better this week than last week?", it shows: this week's key metrics, last week's key metrics, the direction and magnitude of change. That's it. Not impressions, not reach, not frequency — unless those metrics directly answer the question.

The three-number executive summary

For stakeholders who want the headline without the detail: three numbers.

Spend efficiency: what did we spend, what did we get? (ROAS or CPA)
Direction: is efficiency improving, declining, or flat? (week-over-week trend)
Notable: one thing worth knowing. ("Creative fatigue on Ad Set 3" or "New UGC format outperforming baseline by 40%")

Three numbers fit in a Slack message. They get read. A 15-slide deck might be more comprehensive, but comprehensive doesn't matter if nobody reads it.

The creative performance view

The most useful view that most dashboards lack: performance by creative, not by campaign or ad set. Campaign structures change. Ad sets get reorganized. The creative persists across restructures. A creative-centric view shows you which specific videos, hooks, and formats are working — independently of how they're currently organized in the ad account.

This view should show, per creative: thumbstop rate, hold rate, CTR, conversion rate, frequency, and days in market. Sort by performance trend (improving/declining) to surface fatigue and momentum. This is the view that drives creative decisions.

The no-surprises principle

A dashboard should not surprise you. If you see a number you didn't expect, something is either wrong with the data or wrong with your understanding of what's happening. Both are worth investigating.

If the dashboard never surprises you — if every number is roughly what you expected — the dashboard is confirming that things are going as planned. That's useful. Dashboards that constantly surprise you are dashboards you stop trusting. Dashboards that never surprise you are dashboards that accurately reflect reality. The goal is the second kind.