Measurement & Data Analysis
AVE is officially dead—citation share is what replaces it

AVE is officially dead—citation share is what replaces it

The PR industry has tried to kill Advertising Value Equivalency for twenty years. It survived because nothing came in to replace it. Something just did. More than a third of consumers now begin product research inside an AI engine — not Google, not a publication, not...

The KPI trap: When everything looks good except growth

The KPI trap: When everything looks good except growth

Modern businesses rely heavily on KPI metrics to measure performance, track progress, and guide decisions. On paper, everything can look perfect—traffic is rising, engagement is strong, and reports are consistently positive. Yet despite all these encouraging signals,...

The Media Measurement Trap Nobody Talks About

The Media Measurement Trap Nobody Talks About

There's a particular kind of metric that shows up in media reports and looks, at first glance, like a real finding. Average coverage quality score: 7.4. Key message penetration: 34%. Sentiment: 38% positive. People nod. The number goes into the deck. Someone asks, “Is...

The hidden gap between PR wins and real business growth

The hidden gap between PR wins and real business growth

A PR campaign launches. The brand lands several media placements, records solid reach, and showcases strong numbers on dashboards. On the surface, all signs point to success. PR metrics seem solid, the coverage feels powerful, and the campaign gets labeled a win.  ...