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·Mike Serfort·4 min read

Turning a product URL into a video ad with AI

In short — Url-to-Ad turns a product page link into a video ad: the AI reads the page, extracts a brief (hook, script, shots), then generates the video. It's a brief accelerator — it saves you the concept work while you keep the creative decisions. Ideal on Shopify; sometimes unreadable on heavily protected marketplaces.

What if a single URL was enough to get a complete video ad? That's the idea behind Url-to-Ad: start from a product page link and let the AI build the ad. It's not a magic black box, but a brief accelerator that removes the most tedious step of creation. Here's how it works in practice, what it changes in a workflow, and where the limits are.

How does a URL become an ad?

The process breaks down into three clear stages:

  1. Page analysis. The tool reads the product page — title, description, selling points, main image — to understand what you're selling and to whom.
  2. Creative brief. From this information, the AI writes a structured ad concept: hook, shot-by-shot script, the visual intent of each shot, and a video prompt ready to generate.
  3. Generation. The brief feeds the creation of the video shots, the voiceover and the music, up to an assembled video, ready to publish.

At no point do you lose control: model, format, duration, style and voice remain adjustable before you launch the generation.

Why it's a real time-saver

The most energy-consuming step isn't generating a shot: it's going from the sales page to the ad brief. Deciding the angle, writing the hook, breaking it into scenes — that's where most people freeze in front of a blank page.

Url-to-Ad removes that blocker. Instead of starting from scratch, you begin with an already-structured concept that you correct and refine. For a catalog of several products, the effect multiplies: you can generate a first ad draft for each product in minutes, then only work on the ones worth testing. That's a change of scale, not just convenience.

Image-to-video to stay faithful to the product

When the page contains a real product photo, it can serve as the basis for image-to-video (i2v). The output then keeps the real packaging, logo and colors — essential to avoid "inventing" a product that doesn't exist. In e-commerce, this is non-negotiable: an ad where the item doesn't look like what the customer will receive creates disappointment and disputes. i2v is also what makes the "URL → ad" flow genuinely usable rather than illustrative.

Which pages work best?

Shopify product pages and most e-commerce sites work well; heavily protected marketplaces (some AliExpress pages) are sometimes unreadable. Not all sites are equal for scraping. In practice:

  • Shopify and most e-commerce sites: very good, the content is directly readable.
  • Pages with a clear description and a sharp product image: ideal — that's where the brief is most accurate.
  • Home or category pages: avoid — point to a specific product page, otherwise the AI has no single product to describe.
  • Heavily protected marketplaces (some AliExpress pages, for example): sometimes unreadable due to anti-bot protections. The real content is hidden behind a wall, and even an advanced scraping tool only retrieves a shell.

This transparency matters: a good tool warns you when a page is unreadable rather than inventing a generic product. If that happens, the fix is simple — describe the product manually, and the rest of the flow works identically.

Best practices for a good result

  • Point to a specific product page, not a home page.
  • Check that the page shows a sharp product image (to enable i2v).
  • Review and adjust the generated script: the AI proposes an angle, you decide. Your knowledge of the market makes the difference.
  • Prefer products with a clear promise: a sharp benefit yields a better brief than a vague description.

Url-to-Ad doesn't replace your judgment

Let's be honest about what this feature does — and doesn't do. It turns a URL into a solid starting point: a concept consistent with your real product, in minutes. It doesn't replace your judgment on the angle, the tone, or the choice of what's worth testing. It's an acceleration tool, not a decision tool.

Used well, it saves you the laborious part (designing the brief) while leaving you the high-value part (the creative choice). That's exactly the right division of labor between human and machine.

Going further

Once you have the brief, the method for cutting and iterating is the same as for any social ad: see Creating a TikTok video ad without an editor. And if you're comparing tool approaches, the Klaivo vs Higgsfield comparison explains why an orchestrated chain (URL → brief → video) differs from a raw shot generator. For the credit cost of a generation, everything is detailed on the Pricing page.

Want to try it on your product?

Create your first ad