[Feat] How to use Firecrawl (python) to login a website like Amazon and then scrape & parse its product reviews?

[david-MYS]

Hi,

Do you have a tutorial on how to use Firecrawl to log in to a website like Amazon and then scrape/parse its product reviews? I came across your cURL tutorial here: Complete Guide to cURL Authentication with Firecrawl API. However, I couldn’t find any tutorials for Python.

I know it is possible to use Selenium to login Amazon website. But I also saw there is a function 'actions' from Firecrawl documentation that can log in a website ( from: https://docs.firecrawl.dev/introduction ).

from firecrawl import FirecrawlApp

app = FirecrawlApp(api_key="fc-YOUR_API_KEY")

# Scrape a website:
scrape_result = app.scrape_url('firecrawl.dev', 
    params={
        'formats': ['markdown', 'html'], 
        'actions': [
            {"type": "wait", "milliseconds": 2000},
            {"type": "click", "selector": "textarea[title=\"Search\"]"},
            {"type": "wait", "milliseconds": 2000},
            {"type": "write", "text": "firecrawl"},
            {"type": "wait", "milliseconds": 2000},
            {"type": "press", "key": "ENTER"},
            {"type": "wait", "milliseconds": 3000},
            {"type": "click", "selector": "h3"},
            {"type": "wait", "milliseconds": 3000},
            {"type": "scrape"},
            {"type": "screenshot"}
        ]
    }
)
print(scrape_result)

Could you please point me to the right resources or provide guidance on how to achieve this using Python?

Thank you!