Case stories

Two things a normal stack quietly got wrong.

Real incidents, anonymized, with the raw numbers left in. Not case studies about how great a launch went, incidents most tools would never have caught at all.

inflated ad spend, caught by reconciliation

Your dashboard said you spent 9x what Google says you spent.

A reconciliation pass caught Google Ads spend reading 9x actual, up to 17 stacked copies of the same campaign-day. Here is how Vibel found it and fixed the root cause for good.

An EU kids-interior brand running five locale stores (anonymized).Read

0.33% -> 1.9%

raw vs adjusted CVR, same traffic

Your conversion rate didn't crash. Your traffic got polluted.

A US store's conversion rate cratered to 0.33% overnight with no site change. Here is how Vibel's traffic-quality detector found the real cause, a bot catalogue crawl, before a week got wasted cutting spend.

An EU kids-interior brand running five locale stores (anonymized).Read

See what your own numbers are hiding.

Vibel reconciles every number it shows you against the source, and flags traffic and spend anomalies before they cost you a week of wrong decisions.

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