Link from a Homepage

[Paul]

Is the site relevant to your niche?

Yes, the site is relevant to my niche. I am just worried about this that what if the search engines think that I had purchased link for that site.

This happens all the time you are talking about a perfectly normal link. I will suggest that you leave it there.