Verified against ChatGPT · 2026-08-11
Write category page copy that helps shoppers self-sort instead of repeating what the products already say
Produces category page intro copy and a filter-guidance blurb that helps a shopper narrow down which product in the category is right for them, instead of restating what each product page already covers.
The prompt
Ready to copy — highlighted parts are example details you can swap.
Write the intro copy and filter guidance for a category page — the goal is helping a shopper who landed here without a specific product in mind narrow down to the right one, not repeating what each individual product page already says.
CATEGORY
Resistance Bands
PRODUCTS IN THIS CATEGORY AND HOW THEY DIFFER
Light/medium/heavy loop bands for warmups, long fabric bands for strength training, tube bands with handles for upper-body isolation work
MOST COMMON CONFUSION SHOPPERS HAVE IN THIS CATEGORY
Most first-time buyers don't realize loop bands and tube bands with handles are for completely different exercises, and end up buying the wrong type for what they actually want to do
AVAILABLE FILTERS
Resistance level, band type (loop/tube/fabric), exercise focus (legs/upper body/full body), price
PART 1 — INTRO (40-70 words)
Open by naming the confusion shoppers actually have when browsing this category, then state the one distinction that resolves most of it. Do not describe the category in general terms ("we offer a wide range of great products") — that wastes the one paragraph a shopper will actually read before scrolling to products.
PART 2 — FILTER GUIDANCE
For each available filter, write one short line explaining what question that filter actually answers for the shopper, in the shopper's language, not the internal product-attribute language a merchandiser would use. A filter like "resistance level" should be explained as what it changes about their experience, not just defined.
PART 3 — QUICK-SORT GUIDE
Write a short table: 3-4 shopper situations (drawn from the product range and common confusion I gave you) mapped to which product or filter combination fits that situation — this is the actual payoff of the page, giving an undecided shopper a fast, confident starting point instead of forcing them to compare every product manually.
WHAT NOT TO DO
Do not repeat product-level copy that belongs on the individual product pages — this page's only job is routing the shopper to the right one faster, not selling any single product in depth.
OUTPUT FORMAT
Three labeled sections as specified above.Customize
Optional — swap in your own details for the highlighted parts above.
Why this works
A category page and a product page have structurally different jobs, and GPT-5.1 asked for "category copy" without that distinction drawn explicitly tends to write a compressed, generic version of product-page copy — a warm overview paragraph followed by vague praise — because that's the more common pattern in its training data for the phrase "category description," which is usually SEO boilerplate rather than genuine navigation help. Naming the actual shopper confusion up front and requiring the intro to resolve it directly forces the model to write toward the page's real job — reducing the search space for an undecided shopper — rather than toward generically describing the category, which a shopper who's already on the page doesn't need explained to them. Requiring filter explanations in the shopper's language rather than the internal attribute name matters because merchandising filters are usually named for the database schema ("resistance level: medium") rather than for what a shopper experiences, and GPT-5.1 left to its own devices will often just restate the filter label with slightly more words rather than translating it into a felt difference. The quick-sort table is the section that actually earns the page's existence — it's the concrete output a shopper scans for before doing any manual comparison work themselves, and without explicitly requesting it the model tends to leave this kind of page as pure atmosphere copy with no actionable payoff.
What you get back
Most first-time buyers grab a loop band expecting it to work like the tube bands with handles they've seen in workout videos — it won't. Loop bands are for warmups and lower-body activation; tube bands with handles are what you want for upper-body strength work. Resistance level: how much effort the exercise takes, not how 'advanced' you are — most people use medium for warmups regardless of fitness level...
Verified against
ChatGPT GPT-5.1 · 2026-08-11
Changelog
- 2026-08-11 — Initial publish, verified against ChatGPT GPT-5.1.
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