A spec sheet is not a product page

Start from the review section, not the spec sheet

Before you type anything into the box, read ten reviews of a competing product. Not to copy them - to collect the sentences customers write when they are happy or angry. "The lid threads are plastic so it tastes like plastic after a day" is a specification with a consequence attached, and it tells you which fact belongs in the first line of your description. Reviews are the only place where shoppers describe the product in their own words, and their words are the ones that will make a stranger understand.

Then write the input in three layers. Layer one is identity: what the product is, in the words a customer would use, not the model number. Layer two is the facts: material, size, weight, contents, compatibility. Layer three is the situation: who buys it, when they reach for it, and what they were using before. The third layer is what turns a correct description into a convincing one, because it lets the copy refer to a moment instead of a category.

Edit the output like an editor, not a writer

The draft will contain one or two sentences you would not have written. Keep them if they are true and specific; delete them if they are true and empty. "Built to last" is true of almost everything and therefore says nothing; "the gasket is a separate part you can replace" is a sentence a customer remembers two years later when the bottle starts to leak.

Check three things before you publish. Every claim traces back to a fact you supplied. Every number is one you can defend if a customer asks. And the first sentence works alone, because on a marketplace it is the only one that will be read before the scroll.

Why benefit bullets beat paragraphs

Bullets are scanned in a fraction of a second and each one is a separate decision point. That makes the order as important as the content: put the reason people buy the thing first, the objection they arrive with second, and the details they only need if they are still reading third. Five bullets is not a limit imposed by the tool but by attention - a sixth bullet is read by almost nobody and pushes the call to action off the screen on a phone.

Each bullet should be able to stand alone as a sentence, with the feature and the benefit in the same line: "Silicone sleeve: the outside stays dry in a warm car." If a bullet needs the previous bullet to make sense, it is a paragraph in disguise.

Keywords without keyword stuffing

Shoppers search in noun phrases: "insulated water bottle 500ml", "leakproof gym bottle", "bottle that fits cup holder". The tool returns eight of those phrases; use them where they belong - the title, one bullet, the meta description, the alt text of the photo - rather than repeating one phrase five times. Search engines have been able to read synonyms for a decade, and the repetition that used to help now reads as a page written for a robot.

A note on tone and honesty

A friendly tone is not the same as a cheerful one. Friendly means the copy sounds like a person explaining the product to someone standing in front of it; cheerful means exclamation marks doing the work of facts. If the product is a medical device, a food item or anything with a safety claim, write the input in a professional tone and keep the output literal - and have the claims checked by whoever is responsible for compliance, not by the tool.

The daily limit is there because each generation costs real money on the API. Five uses is enough to draft a product line; if you need more, run the whole catalogue in one sitting and keep the outputs in the same file, so the voice stays consistent across the shop.