How do you study political ads when platforms restrict data access?

I'm planning a project on targeted political advertising, but the platforms have tightened access to ad libraries and API data, so my original design may not be feasible.

I'm weighing alternatives like scraping, panel data, or partnering with a watchdog group.

How have others adapted their research designs when platform data access is limited?