Measuring Content Alignment Is Now Easy. Not Getting Fooled By The Number Is The Hard Part.
Semantic alignment scores can finally quantify whether your content “matches” a topic in meaning—not just keywords. But treating those scores as truth can push teams to optimize for the wrong model, the wrong retrieval system, and the wrong outcomes. Here’s how SMEs and agencies should measure alignment responsibly, combine it with business signals, and operationalize changes with approved execution.