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How to Use AI-Generated LP Designs (and Caveats)
LP Design

How to Use AI-Generated LP Designs (and Caveats)

Published: July 1, 2026 6 min

An AI-generated LP design is a “reference proposal” — it becomes production only once implemented. What AI produces is a design draft (a mockup), not a finished piece ready to publish. You save the cost and time of producing design proposals, but turning it into production needs implementation such as coding separately, and a CVR improvement isn’t guaranteed.

I’m Naohiro Hayashi, creator of Soreda!. I built an LP image generation tool myself and have run it, practicing the flow of “diagnose → generate design → implement → test.” From that experience, I’ll lay out the right way to use AI-generated LP designs and the caveats.

An AI-generated LP design is a “reference proposal,” made production by implementation

An AI-generated LP design is a “reference proposal.” It isn’t a finished piece you can put into production as-is — it becomes an LP only once implemented.

It isn’t a finished piece ready for production

What AI produces is a proposal that shows a design direction. The actual LP is built by coding from that proposal. Holding the premise that “pasting the generated image straight onto your site” isn’t completion matters.

A tool for “producing design proposals fast”

The value of AI generation is producing design proposals (drafts) fast, and in plural. Rather than thinking from a blank page, you firm up a direction while looking at proposals. Position it as a tool that “accelerates producing proposals.”

The right way to use AI-generated LP designs

The right way to use AI-generated LP designs is to make them material for firming up a direction and to connect them to implementation. Let’s go in order.

Firm up a direction as a proposal, and use it as shared material

A generated proposal works as material for deciding a direction internally, or as shared material for a web shop or implementer. Since you can show a concrete proposal of “let’s go this way,” it’s easier to align understanding than explaining in words alone.

Implementation (coding / reflecting on the site) is separately required

Turning a design proposal into an actual LP requires implementation — coding and reflecting it on the site — separately. You can do it yourself, or commission a web shop. What AI saves is the cost of “producing proposals,” not the implementation work itself.

Create and use AI LP design proposals on Soreda! →

Caveats when using them

When using AI-generated LP designs, holding a few premises keeps you safe. Don’t over-expect; use them realistically.

A CVR improvement isn’t guaranteed

Changing the design doesn’t guarantee a CVR improvement. Design is one factor in CVR, and it’s also swayed by the quality of implementation, your offer, and the quality of your traffic. Rather than assuming “this design will raise CVR,” the stance of implementing and verifying matters.

Good design varies by product and target

What counts as good design varies by product and target. A design that works in one industry won’t necessarily work in another. Compare several proposals, choose what fits your target, and confirm with real responses.

The right flow: “diagnose → generate proposal → implement → verify”

The right flow for putting AI-generated LP designs to use is “diagnose → generate proposal → implement → verify.” Run it in this order to make AI a realistic ally.

Start from a diagnosis (knowing weak points)

First, grasp your weak points with an LP diagnosis. Producing a design proposal without knowing what to fix tends to miss the mark. How to diagnose is covered in How to Diagnose Your Landing Page for Free.

How to make the design proposal

The concrete flow of making a design proposal from your diagnosis with AI is covered in How to Create LP Designs with AI. Know your weak points with a diagnosis, generate a proposal, implement, and verify — keep this flow, and AI safely helps with LP improvement.

FAQ

Q. Can I use an AI design as-is? A. No. What AI produces is a reference proposal. Turning it into production needs implementation, such as coding, separately.

Q. Do I need a designer or coder? A. At the proposal stage, you can proceed without a designer. Implementation is done by you or commissioned to a web shop.

Q. Will AI design raise my CVR? A. It can’t be guaranteed. Design is one factor, and the premise is implementing and verifying. Results also depend on your offer and traffic quality.

Q. How much does it cost? A. LP image generation is ticket-based, counted per run. See the official site for current details.

An AI-generated LP design is a “reference proposal” — it becomes production only once implemented. You save the cost and time of producing proposals, but implementation is separately required, and a CVR improvement isn’t guaranteed. With the flow “diagnose → generate proposal → implement → verify,” use it realistically without over-expecting. That’s the right way to make AI an ally for LP improvement.

Create and use AI LP design proposals on Soreda! →

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