Turn a product page into social posts with AI

A product page can supply the facts for social posts: what the product does, who it serves and what the reader can do next. The useful step is to turn those facts into a brief, rather than ask AI to rewrite the entire page into a caption.

You can do this manually by reading the page, or paste the URL into Atelier in Blitz Planner. In either case, check what was extracted before writing.

Build a small fact sheet

Keep the page URL beside each claim so you can check it later. Separate three kinds of material:

Material	Example	Use in the post
Visible product fact	A background-removal tool exports an image	Show the export with a real screenshot
Your added context	The post is for independent shop owners	Choose an example involving a product listing
Unproven assumption	A cleaner image increases sales	Leave out the result claim unless you have evidence

Do not treat every heading as a fact. Old prices, testimonials, navigation labels and embedded third-party text can be extracted together. Confirm availability and the actual destination link at the time you prepare the post.

Supply the audience and the action

The page may speak to several readers. Choose one for this post. A founder’s launch announcement, a customer’s tutorial and a developer integration example need different copy even when they point to the same product.

Add a useful action such as “try it with one product photo” instead of “learn more.” The action should match the linked page; a sign-up screen is not a finished tutorial.

Ask for angles before complete captions

Try this illustrative brief:

Use only the facts in this product summary. Write for a solo shop owner preparing a product listing. Propose three different angles: a visible problem, a demonstration and a common mistake. Name the evidence each angle needs. Flag any missing fact. Do not invent results, prices or customer quotes.

An angle requiring footage you do not have is a production decision. Choose a simpler post or record the evidence before expanding the copy.

Match the source to the format

A process with several checks may become a carousel. A real interface change may work better as a screen recording. A general situation can use stock footage in a faceless video. AI-generated scenes can illustrate an idea, but cannot prove a real feature exists.

In Atelier, keep the reviewed page summary attached to the campaign, then develop an individual post with Copilot. The first plan is an outline. Finish its caption, slide text or spoken script before producing media or deriving a week.

Handle pages the reader cannot access

If the page is behind a login, mostly images or missing the relevant product facts, write a short approved summary and attach your own evidence. Do not let the assistant fill gaps with plausible details.

Before saving the post, compare every concrete claim with the fact sheet, open the CTA destination and inspect the visual. That review is what turns a URL into usable source material.