Likely much faster ways of going through this but to expand on your thought:

#!/bin/bash

     for (( i=1; $i < 1250646; i++))

     do

                curl -s http://www.crunchbase.com/search/advanced/people/$i | grep advanced_search_query | cut -d\" -f12 >> people.txt

     done