Export options, even if mandated by the GDPR, are one avenue people could use. Though I imagine the tooling probably demands a lot of maintenance to harmonize all the different forms.
In that regard Facebook has improved recently. Their export now has a JSON format which is useful. They still exclude so much that it may be better to scrape from the UI though.