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I think it was a combination of being cheap with a long product run, difficult to lose and sturdy. Handed down to each kid (with fewer and fewer figures) as well as still being purchased. I had one new, my neighbor gave me one used, I saw countless in garage sales as a kid too.
The pirate ship and island were similarly ubiquitous.