Most SPA pages will honour direct uri requests and route you properly in javascript. You just need to have your scraping pipeline use phantomJS or selenium to w

Most SPA pages will honour direct uri requests and route you properly in javascript. You just need to have your scraping pipeline use phantomJS or selenium to wait until the page stops loading then scrape the html. Although it might just be easier to scrape their api endpoints directly instead of mucking with html if its a dynamic page. The data is structured that way, and easier to query.