How to Write Category Page Copy with AI

A short brief is fine; a vague one is not

AI is most useful at reducing uncertainty around write category page copy. A few concrete inputs make it easier to produce a useful first version of category copy that explains selection criteria without pushing the product list out of sight.

Before starting, collect these inputs in one place: category scope, subtypes, filters, customer questions, delivery terms and real product differences. Possible tools include ChatGPT for the draft; store filter data; Search Console; product team notes. You do not need all of them. One planning assistant and one primary production tool are enough for many small projects; unnecessary switching loses context.

In the first prompt, state the audience, source material, output format and explicit exclusions. Replace vague feedback such as “make it better” with the part that failed and the reason. Each revision can then solve a defined problem.

The production and revision loop

1. Separate the reader question from the facts you possess

Turn category scope, subtypes, filters, customer questions, delivery terms and real product differences into a short working note. Do not fill unknowns with guesses; leave them as questions. The note remains a shared reference even if the tool changes later.

2. Request several drafts and select useful parts

Use the most suitable option from ChatGPT for the draft; store filter data; Search Console; product team notes to create a rough version. Do not chase polish in the first pass. Removing parts that do not support category copy that explains selection criteria without pushing the product list out of sight is cheaper at this stage.

3. Edit accuracy and voice by hand

Liking individual pieces is not enough. Walk through the work as a real user, checking where information comes from, where it is stored and what the next person sees.

4. Review formatting, links and measurement

Do not evaluate the final version only on your own screen or data. Try another device, record or user role. Keep placing a long text wall above products, stuffing unrelated keywords, mentioning filters that do not exist and reusing one template for every category as a checklist and close it before calling the work finished.

A prompt you can use: “Act as an e-commerce SEO editor. For a running shoes category, write a 70-word introduction above products, a selection guide below them and five natural questions and answers. Do not invent health claims or repeat the product list.”

You do not have to copy the prompt unchanged. Replace generic parts with your own material. After the first answer, asking “what did you assume?” is a simple way to expose hidden errors.

Practical review points

The main review area is placing a long text wall above products, stuffing unrelated keywords, mentioning filters that do not exist and reusing one template for every category. Fluent output can make an error harder to notice; good writing is not evidence of correctness. Return to current sources for changing facts, a test environment for technical work and a responsible person for commercial or legal wording.

Concrete information makes copy feel natural; deliberate mistakes do not. Real product names, actual process, customer language and honest limits reduce generic sentences. During the final read, remove repeated ideas and check that every paragraph adds something new.

When visitors primarily need products, keep the upper introduction short and place detailed selection help below the listing. This small choice helps prevent the work from falling apart in real use. Give one task to someone unfamiliar with the draft and watch where they pause. Any point requiring verbal explanation probably needs clearer copy, interface or process.

How to decide it is ready

A do-it-yourself first version makes sense when scope is limited, inputs are ready and mistakes are reversible. Once security, payments, personal data, production servers, custom integrations or daily team operations are involved, professional review is risk management. Your AI-assisted brief and experiments still help make a professional quote more accurate.

Before handover, record the working result, access ownership, tools, licences and maintenance responsibility. That turns write category page copy from a one-off file into something that can be maintained and improved.