This depends on your traffic. Each card will be geared towards a different audience, income level, demographic, region of the country, etc...
Find out who your traffic is then choose the programs that best suits the needs of your traffic.
Suppose there is a credit card program that pays $200 per sale, and one that pays $10 per sale. Although the second one pays less, if your traffic is better suited to the needs of that company, you are going to make more as your traffic will actually convert and you should earn more in the long run as your traffic may not get approved or convert for the $200 payout card.
With this niche it may be best to first figure out your traffic's demographics.
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