A metric cratered overnight. Your dashboard won’t say why.
The drop is on every chart by 9am. The cause isn’t. So the room defaults to “the ads died,” spend moves on a guess, and by the monthly review you’ve already reallocated the wrong way. The problem was rarely the ads.
Read-only access · one month of data · no credit card
A dashboard reports. It doesn’t diagnose.
It shows the line falling; it can’t tell you a budget cut upstream, a pricing test, or a nine-day stockout did it. On one SKU, revenue was down 50% while ad spend was already down 81% in the same window — the drop was explained before anyone touched the campaign.
The dashboard shows that it fell. Not why.
The drop is obvious. Everything that would explain it is somewhere else.
01
The cause usually lives outside the ad account
Stock, a price change, a competitor, a channel stealing credit. The dashboard that flags the drop can't see any of them — so the ad account takes the blame by default.
02
You get correlation and have to guess causation
Two lines moved together on a chart. Which one caused the other — or whether a third thing moved both — is left to whoever's in the room.
03
By the monthly review, you've already acted
Spend gets reallocated on the first plausible story. The correction lands weeks later, after the wrong call has already cost you.
Walk the drop back to a cause you can verify.
Niti Vantage watches SKU sales, spend and inventory together, catches the break as it forms, and walks each one five whys deep to a root cause confirmed in your platform logs — with a confidence label, so a guess is never dressed up as a fact. You reallocate once you know, not before.
Revenue −50% on the hero SKU
Flagged the morning it broke.
Ad spend −81% in the same window
Budget had already moved. Not a demand story.
Stock in cover · price unchanged
Verified against inventory and the price log.
A budget cut upstream — not the creative
Verified in platform logs.
No. It knows your normal, so it only flags the real break.
Every metric rides a seasonality-corrected baseline, and your event calendar kills the predictable swings. What’s left is severity-ranked — so the one break that matters is on top, not buried under the daily wobble.
Seasonality-corrected normal band
Every drop walked to a cause. Every call on the record.
$20K spent, nothing moved
Creative fatigue — refresh the ads · 9 days out of stock on the two best SKUs
Sales −22% in a week
Demand softening — pull spend · A pricing test went live 4 days earlier
Revenue −50%
Targeting / creative stale · Ad spend already −81% in the window
Meta says 0.42×
Kill the SKU combo · Server-side ROAS was 2.06×
Each labelled Confirmed / High / Hypothesis — the guess is never treated like a fact.
Straight answers.
- How is this different from my attribution or BI tool?
- Those tell you what happened. Vantage tells you why — walking each anomaly from symptom to a root cause verified in your platform logs — and labels how sure it is before you act on it.
- Won't it flag everything and bury me?
- No. Metrics are watched against a seasonality-corrected baseline with your event calendar applied, and flags are severity-ranked. It also says when it's unsure — returning a ranked hypothesis with the test that would confirm it, rather than manufacturing a cause.
- Does it act on my accounts automatically?
- No. It surfaces the diagnosis and a ranked action with the reasoning; you approve or decline. Nothing moves in your accounts without a human decision.
- How fast does it find anything?
- Read-only access is all it needs; it watches from day one and the first diagnoses surface within days. Vantage runs standalone at $399/mo, or bundled with Niti Lift at the pilot rate.
Bring one month of spend — and your last unexplained drop.
The free margin audit runs on your own numbers. We’ll reconcile the window and show you the cause the dashboard couldn’t.
Read-only · no integration · no credit card · 45-day outcome guarantee