Getting an AI Listing Description That Claims Only What Your Product Does

October 5, 2026

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An AI writer hands back your product facts and then a few you never gave it. I ran one made-up product through the same writer five times, and every draft added something: a benefit, a performance promise, once a care instruction I never wrote. That is a complaint or a return waiting to happen, so the procedure ends with a check.

Key Takeaways for Accurate AI Product Descriptions

  1. Start with a fact sheet: List every claim you will stand behind before opening any AI writer. The same list becomes your checklist once the draft comes back.
  2. Thin briefs invite invention: Given only a product name and price, the writer added five unsupported phrases in 62 words, including a performance claim that could not be tested.
  3. Choose a plain tone: Professional or Friendly settings stuck closer to the facts than Persuasive, which doubled the invented phrases in testing.
  4. Guard without capping: Tell the model to use every fact and only those facts, but never cap words or bullets below your fact count, or it drops real details to fit.
  5. Always check line by line: No setting stopped invented claims entirely, so compare every sentence against the fact sheet and restore any qualifiers that went missing.
  6. Match the tool to your catalogue: Spreadsheet add-ons suit bulk product lists, while single-product web writers suit one-off listings.
Want to Close Bigger Deals?

Write the Fact Sheet Before You Open Anything

Every claim you will stand behind, in plain lines, nothing else. Mine, for an invented ceramic dripper, had 11:

Tidewell ceramic pour-over coffee dripper. Stoneware, hand-glazed, so the glaze colour varies slightly from piece to piece. Colours: Sand, Slate, Moss. Fits standard #2 cone paper filters (filters not included). Single drain hole. Brews 1 to 4 cups. 11.5 cm tall, 380 g. Top-rack dishwasher safe. Made in Portugal. Price $34.

Fed only the name and price, the writer wrapped 5 invented phrases around those two facts in 62 words, one a claim about "optimal water temperature and flow" I cannot test. Fed all 11 facts, it returned all 11. The sheet is also what you check against later.

Open the Writer and Pick Product Description and Short

The writer is one tile in the grid on rewind.ai's free ai no login page, next to chat, image and voice tools. It asks you to sign up after, not before. Content type Product Description, Length Short, fact sheet in as the topic.

The Additional Instructions box is real: the page sends all four settings to the model as plain text lines in one prompt, so what you type arrives word for word. By the site's own accounting my five cost 8 to 17 each, median 12, from a 2,500-token daily pool with no account. A run needs 150 free in a pool shared behind your connection; one of mine hit an empty pool and got an error. Short is a hint: my drafts ran 44 to 126 words.

Pick a Plain Tone

Professional or Friendly. Same brief, no instructions: my Persuasive run produced 10 invented phrases to the Professional run's 5 and lost the drain hole too. One run each, so I will not say it always does that; I just do not pick it for a spec-heavy product.

Paste a Guard Into Additional Instructions

My first guard said facts only, "Under 120 words", "End with a 4-item bullet list of specs". The model met the caps by dropping facts: 5 of 11 survived, with one invented phrase, and the glaze note, cups, size and weight, the dishwasher line, country and price all gone. Never cap the list below your fact count.

The version I paste now:

Use every fact provided and only those facts. Do not add any feature, material claim, certification, benefit or number that is not listed. Keep care instructions word for word. End with a bullet list of all specs.

That run kept 10 of 11 facts and "top-rack" twice, where both unguarded full-brief runs had flattened it to "Dishwasher safe". Only the price went missing; the store page shows it anyway.

Generate, Then Check Every Sentence Against the Fact Sheet

This is the step. Draft beside sheet, line by line. Anything the sheet does not say goes; any qualifier that went quiet comes back.

No setting removed this step. The strictest still wrote the care line. None is safe; the last is the best of the five.

Same product, Short throughout:

BriefToneAdditional instructionsFacts kept of 11Invented phrasesTokens
name and priceProfessionalnonen/a, two given58
fullProfessionalnone11, "top-rack" dropped512
fullPersuasivenone10, drain hole and "top-rack" dropped1013
fullFriendlyfirst guard, capped518
fullFriendlysecond guard, no cap10, price omitted, "top-rack" kept5, one a care line17

Before and after, verbatim. The thin brief, Professional, no instructions:

Introducing Tidewell Ceramic Pour-Over Coffee Dripper. Crafted from premium ceramic, the Tidewell Pour-Over Coffee Dripper offers an unparalleled brewing experience. Its sleek, minimalist design complements any kitchen aesthetic while ensuring optimal water temperature and flow for a perfectly extracted cup of coffee. At $34, this pour-over dripper is a thoughtful investment for coffee enthusiasts seeking quality and elegance in their daily routine.

Strike: "premium ceramic", "an unparalleled brewing experience", "sleek, minimalist design complements any kitchen aesthetic", "ensuring optimal water temperature and flow for a perfectly extracted cup of coffee", "a thoughtful investment for coffee enthusiasts".

The full brief, Friendly, second guard, with the accurate lines cut and marked [...]:

Introducing Tidewell, your new favorite pour-over coffee dripper. [...] Fits standard #2 cone paper filters (filters not included). With a single drain hole, it brews 1 to 4 cups of perfectly balanced coffee. Standing at 11.5 cm tall and weighing 380 g, it adds both function and form to your kitchen. Top-rack dishwasher safe for easy cleaning. [...] a beautiful addition to any coffee enthusiast's collection. Care instructions: Handwash recommended, but top-rack dishwasher safe. [...]

Strike: "perfectly balanced coffee", "adds both function and form to your kitchen", the favorite line, the collection line, the whole care line. Keep "Top-rack". Best of the five, still 5 cuts.

Where the Others Fit Better

Numerous is the better tool if your catalog lives in a spreadsheet. It runs as an add-on inside Google Sheets or Microsoft Excel and its page says "Generate descriptions for multiple products at once." Filling a column beats pasting one product at a time into a web form; Numerous does that, the writer above does not. Account required, paid after a 7-day trial.

Grammarly's product description generator is the other free, no-account route, from a name you already know: details then tone, no length control stated, no free allowance published. Its own examples do what mine did: a headset prompt with a 40-hour battery came back with "Designed for comfort and all-day wear" and "seamless Bluetooth connectivity" added. No mark against Grammarly; these models do it, mine included, so the check stays whichever tool you pick.

On Shopify, Sidekick is included with your plan and writes into the admin itself, which nothing here matches.

The Setting to Leave On

Product Description, Short, a plain tone, and this in Additional Instructions, unchanged:

Use every fact provided and only those facts. Do not add any feature, material claim, certification, benefit or number that is not listed. Keep care instructions word for word. End with a bullet list of all specs.

Then the sheet in one window, the draft in the other, and every sentence either matches a line or goes. Last thing before anything reaches the store.

FAQs for Accurate AI Product Descriptions

Why do AI writers add claims to product descriptions?

Language models fill gaps with plausible marketing phrases, especially when the brief is thin. The fewer facts you provide, the more the model invents, which is why a complete fact sheet matters.

Can instructions stop an AI from inventing product features?

Clear instructions reduce invented claims but do not remove them. In these tests even the strictest guard still produced an invented care line, so a manual check is always needed.

Should I set a word limit for AI product descriptions?

Be careful with tight limits. A word or bullet cap can push the model to drop real facts to fit, so any limit should leave room for every fact on your sheet.

Which tone works best for product listings?

A plain tone such as Professional or Friendly tends to stay closer to the facts. Persuasive settings produced more invented phrases and dropped product details in testing.

What should I check before publishing an AI-written listing?

Compare each sentence with your fact sheet. Remove anything the sheet does not support, restore qualifiers that were dropped, and make sure care instructions match word for word.

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