They found that paid (i.e., ads) and unpaid traffic were nearly perfect substitutes for brand names: people will either to get to eBay. For non-brands, clicks go down, but sales don’t; ads are mostly attracting “browsers”, rather than buyers.
The real answer is that it probably depends a lot on the industry, market, and individual business.
