How can I scrape data that’s only available after login?

[Mikita Bidzina]

For sites with API-based logins, capturing the login request and sending the required headers manually works well. It’s faster than a full browser login.

[Qulu Thanasis]

I keep session cookies saved and reload them in each session to avoid repetitive logins, especially for sites with strict login attempts limits.

[Allochka Wangari]

Automating login through a headless browser is effective if there are multi-factor authentication steps. Selenium can handle pop-ups and text input.

[Norbu Nata]

Some sites require CSRF tokens or other session-specific values. I capture and send these with each request to maintain session continuity.

[Zyta Orla]

Using a combination of browser automation and API requests after login speeds up scraping, as I don’t need the browser for every request.

[Thurstan Radovan]

For single-session scrapers, I simulate the login manually and extract cookies, which I then add to each request for as long as the session lasts.

[Vieno Amenemhat]

Logging in during off-peak hours reduces the risk of being flagged for unusual activity. Many sites monitor login frequency and usage patterns.