Mark, I have tried that marking paint. I hate it. It is mega-messy. I end up with it on my hands, clothes, shoes, bike, and car interior. Never again for me.
I like Rustoleum Precision Inverted paint: Rustoleum Precision. This paint goes down neater, and a can lasts longer than any other I've tried. Around D.C., there is so much repaving, development, re-paving, not to mention the snowplows and salt in some years, that some courses must be remarked every year. And, in some places, like bike paths, I do not want the paint to be permanent, in order to avoid the wrath of park authorities and homeowner associations, which I have incurred, going back to the 80's and still occasionally today.