The polished home design video got 40 likes. The plain one got 25,600.

Two videos, same audience: people renovating a bathroom. Both are actually about the same idea, do not tile the whole thing. One is a creator walking through a small WC he clearly finished himself, explaining how he used large wall panels instead of porcelain stoneware to save on tiling. The other is a polished montage of cheaper-looking alternatives to expensive finishes: wood-look kitchen fronts, decorative plaster, a metal-effect wall, nature wallpapers, all cut together with a presenter.

On the surface, the polished one is the stronger-looking video. It is visually cohesive, it has genuinely pretty shots, and the report called its tone authoritative and useful. It is the one that looks like it should win on likes.

The wild numbers went the other way, and not by a little. The plain how-to got 640 times the likes. So I ran both through Jeena to see whether the attention data would explain a gap that size. It leaned toward the winner, but only slightly. The distance between "slightly" and "640 times" is what this piece is about.

I want to be precise about what each one is, because the honest read depends on it. The practical video opens on the finished WC: beige large-format wall panels, a wall-hung toilet, a floating vanity, a lit arched niche. Then it cuts to a workshop where he drills the cistern housing and access holes into a porcelain slab, shows his Instagram profile grid, comes back to demonstrate the wall panels with his hand, points at the concealed cistern access hatch, gives one installation tip, and closes on a thumbs up with "save the video and subscribe." It is one concrete decision, shown in a room that plainly exists.

The aesthetic guide opens on a woman looking out a window in a styled bedroom, then rapid-fires many looks: Egger wood-look kitchen fronts, an aesthetic bathroom, a walnut sample board, a living room, a plaster-texture close-up, a metal-effect room, a wall of nature wallpapers, a framed plaster artwork with a red X over it. It closes on the presenter with a card reading "alternative to expensive finishes" and the word "save." It is a catalogue of possibilities, and much of it reads more like renders than a room someone lives in.

The difference that matters: one video demonstrates a single decision in a real room, the other shows many looks you cannot touch. Hold onto that, because by the end it is most of what is left.

Jeena put each video in front of its own panel of real viewers watching on their phones with the front camera on, tracking where their eyes went, what made them react, and how they rated the clip afterward. If a 640x gap were a craft problem, this is exactly where it would surface.

It mostly did not. The two came back close to a tie, with only a faint lean to the practical video.

Since the attention data is close, the difference has to live where the two videos genuinely diverge: what they ask the viewer to do with the idea.

The practical video hands you one decision, demonstrated in a room that clearly exists. He drilled the holes, he finished the WC, he points at the exact panel and the hidden access hatch, and he asks you to save the video. It is a specific, save-and-share-worthy how-to from someone who obviously did the thing. The 30,000 shares are people forwarding a method worth passing on.

The aesthetic guide hands you a mood board. Many looks, beautifully shot, but nothing you can act on in the next hour, and much of it reading like renders rather than a lived-in room. It asks you to save an idea rather than a method. It earned interest and 25 shares.

One caveat I will not hide: that last part is me reading two videos, not a finding the eye-tracking produced. Jeena did not measure "is this a real project" or "how actionable is the tip." No attention test does. It is the most likely explanation for a gap the test could not see, and the save and share counts fit it, but it is a hypothesis, not a heatmap.

The test does one job well: a panel of real viewers reads what held attention and what got a reaction, and that is enough to compare two videos on craft. It does not forecast reach. I do not know the two accounts, their follower counts, or how the algorithm chose to push each clip, and some of any 640x gap is the account and plain luck. I would be lying if I claimed to have isolated the creative from everything else.

What the test does settle is the craft. It told me both videos held attention and landed their message, and it showed me the exact seconds that leaked in each: the workshop middle here, the static collages there. That is the part you can fix before you post. The size of the wild gap is decided somewhere a front-camera panel does not reach.