Automating navigation of pagination and date filters is helpful, especially on news or financial sites where archives are extensive.

For forms with required fields, I validate the input data beforehand to prevent submission errors. This minimizes issues during scraping.

If none of these work, I sometimes resort to scraping at off-peak hours. Sites often relax restrictions when there’s less user activity.