Parsera
Prompt-to-dataset web scraping with an agent mode plus generated no-AI scraping code for repeat runs
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parsera.orgAbout Parsera
Parsera extracts structured data from websites from a natural-language instruction, and offers three distinct modes rather than one scraper. The Agent mode takes a single URL and a description — navigate the site and collect every contact detail, say — then behaves like a user, clicking, typing, scrolling and expanding dropdowns until it has walked the whole listing, catalogue or result set. The Generate API mode is the one that changes the economics: after the agent has worked out the structure once, Parsera generates reusable scraping code that hits the underlying APIs directly with no model in the loop, which the vendor puts at up to 100 times cheaper for repeated runs, and a one-click regenerate rebuilds the code against the same schema when the site changes. The URL Extractor mode is a universal endpoint for lists of URLs, returning fields, links, images or summaries per page. Credit costs are published per operation — agent work from 1 credit per page, AI extraction 5 credits per URL, HTML parsing 25 credits per 1,000 parses — so a job can be costed before it runs. Pay-as-you-go credits never expire and stack on top of any subscription. There is a documented n8n, Make and Zapier path for non-developers.
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