What AI is actually useful for on a business website

A great deal of AI on websites exists to signal that a company uses AI. The useful applications are quieter and usually invisible to the visitor.

Answering questions from your own documentation

If your team answers the same forty questions every week, an assistant grounded in your real documentation removes most of that work. The key word is grounded: it should answer from your content, cite where the answer came from, and say it does not know rather than invent something.

Sorting and routing what comes in

Classifying enquiries, extracting details from an attached document, drafting a first reply for a human to approve. This kind of work is repetitive, rule-shaped and easy to measure, which makes it an excellent fit.

Where it usually is not worth it

Generating public-facing marketing copy at scale, chat widgets with no access to your actual data, and recommendation engines on catalogues too small to have meaningful patterns. In each case the effort is real and the return is not.

How to start

Pick one task, measure how long it currently takes, build the smallest version that handles it, and keep a human in the approval loop until the output is consistently good.