It's not too expensive. I did some crawling the other day. AI wrote the crawler automatically, then I had it extract structured info from the crawled product info. It was about 600 requests to o4-mini. Cost me about 2.5 cents.
https://www.theverge.com/news/646458/openai-gpt-4-1-ai-model