Lab Note #02: Does a Different Visual Style Change How People React to Your World?

Hypothesis: changing only the visual style of your world's art — not the story underneath it — changes how people engage with your pitch page. This Lab Note walks through testing it directly.

If you're new to the series, start with Introducing Lab Notes for the format this post follows.

The hypothesis

If a world's cover art and key illustrations switch to a distinctly different visual style, engagement on its pitch page will shift, even though the premise, characters, and plot stay exactly the same.

This one's worth running because it's easy to assume story is everything and art is decoration. Testing it directly tells you how much weight your visual choices are actually carrying.

Materials

• A world with a published pitch page that already has some traffic history to compare against.
• An existing Design Spec and at least one illustrated scene or cover.
• Ink to regenerate a cover and two or three key illustrations in a second style.
• A defined comparison window — one to two weeks per style works well.

Method

Step 1: Record your baseline

Before changing anything, note your pitch page's current numbers over the last week or two — views, favorites, wishlists, whatever your world's Grow page shows. This is what you're comparing against.

Step 2: Pick a genuinely different style

In your world's Design Spec, choose a style that's a real departure from your current one — not a minor palette shift. Sepia realism to bold graphic-novel linework, or soft watercolor to high-contrast digital painting. The bigger the contrast, the easier the result is to read.

Step 3: Regenerate key art

Regenerate your cover art and two or three of your most-viewed illustrations in the new style. Keep everything else on the pitch page — copy, treatment, cast — untouched.

Step 4: Swap it in and hold the window

Publish the new art and leave it up for your full comparison window. Resist editing anything else during this stretch — you want a clean read on style alone.

What to measure

• Pitch page views before vs. after the swap.
• Favorites and wishlists added during each window.
• Any direct feedback — comments, messages, reactions — that mentions the look.

What success looks like

A visible shift in engagement tied to the swap window, in either direction. Both outcomes are useful: if the new style does better, you've found your world's visual voice. If it does about the same, that's evidence your audience is responding to the world itself, and you have more freedom to choose a style you love without worrying it's costing you traffic.

Run it again

Once you know style moves the number (or doesn't), test which specific piece of art matters most — cover vs. character portrait vs. location art — by swapping just one at a time in a follow-up round.

A note on cost: Ink

Regenerating a cover and a few illustrations runs on Ink, your world's spendable AI balance, and each generation shows its cost before you confirm it. Reusing existing art in a new style is generally a lighter spend than creating something from scratch, since the world's underlying details are already established.

If you're keeping a dev log, this is a good one to write up with both numbers side by side — readers following along will want to see the actual before-and-after, not just your conclusion.

For related reading:

• Introducing Lab Notes — the format this series follows and why.
• Turn Your Life Into an Illustrated Memoir — a deeper look at choosing and applying a visual style.