AI agents are only as useful as the information they can act on. A reasoning model with a January knowledge cutoff can't tell you today's pricing, yesterday's news, or what your competitor just changed on their homepage. Giving your agent a way to reach out and pull fresh data from the web is how you fix that.

Web scraping is how you do that....