Original data and analysis, with the sources behind it.
Most marketing plans start with a guess. Someone decides the audience is "on social," picks two or three platforms by habit, and starts posting.
A trust signal works only when it answers a specific fear where it appears.
Most of what stalls a buyer at the moment of decision is not confusion about features or even price.
The sources buyers trust most are the ones a brand can shape least.
Most of what people believe about a brand gets decided in places the brand has no control over.
A one-star Yelp rise tied to roughly 5% to 9% more revenue for independent restaurants.
The honest answer is yes, but not in the way most marketing decks suggest.
A single blended acquisition cost averages away the channels that behave nothing alike.
Ask most teams what it costs them to acquire a customer and you get one number.
Online stores commonly convert around 2% to 3% of sessions into a purchase.
Ask ten marketers what a good conversion rate is and you will get ten numbers, all of them confident and most of them useless to you.