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You could replace the word tweet with advertising, and you wouldn't be far wrong for a lot of brands!
If anyone wants some good reading on this I recommend Byron Sharps book, "How Brands Grow" , he uses empirical techniques to actually understand the role that advertising has in driving sales, the answer is that it does have an effect, but not quite how most people think.
It's my job to understand what drives people to purchase stuff, and change behaviour. I'm pretty sure that;
For context, advertising for most big brands drives between 5 to 10% of annual sales, and that is typically brands spending millions per year on TV, so a shitty little press and social campaign, with associated negative PR will have no effect at all.