Finding the right affiliate product to promote can be a bit like finding a needle in haystack. You may try promoting hundreds of different products and only one or two may prove profitable.
One of the best niches to start promoting is the information / reference niche. These products usually don't have the hype/sales letter and usually offer exactly what the customer wants (not to mention rock bottom refund rates). Products like reverse phone detective, even though they have a sky...