Same Energy: A Search Engine for Images That Feel Alike

Same Energy does one thing that no conventional search engine does well: it finds images that feel like other images. Not the same subject, not the same tags, the same energy. Give it a washed-out photo of a hotel corridor at 3am and you get back forty more pictures that carry that exact quiet dread, taken by strangers, in different countries, of entirely different things.

It is a mood board that builds itself.

What is Same Energy?

Image search has always been a text problem pretending to be a visual one. When you search Google Images for “cozy”, what you actually get is images that appear near the word “cozy” on web pages. The engine is not looking at the picture. It is reading the room around the picture.

Same Energy, launched by Jacob Jackson, inverts that. It runs images through a neural network that turns each one into a numerical representation of what it looks like, then finds the nearest neighbors in that space. Color, lighting, grain, composition, subject matter, and something harder to name that we usually call taste, all get folded into the comparison. Nobody has to have tagged anything.

The interface is deliberately spare. You browse feeds, which are just collections built around one or more seed images. Click an image you like and it becomes the seed for a new feed. Add a second seed and the results narrow toward whatever the two have in common. Keep adding and you can steer the whole thing toward a very specific aesthetic that you could never have described in words: “damp Eastern European brutalism at dusk, slightly overexposed” is not a query, but three example images will get you there in seconds.

That steering mechanism is the real invention. Most search tools ask you to translate a feeling into text, which is lossy and frustrating, and then translate the results back. Same Energy skips the translation entirely. You point at things, it points at more things.

It has always felt like a research demo that escaped into the wild, and that is part of the appeal. It is fast, it is quiet, and it does not try to sell you a stock photo license at the end.

What can you do with Same Energy?

• Search by image, not by word. Drop in or click any image and get visually similar results immediately.
• Build a feed from multiple seeds. Combine several images to define an aesthetic more precisely than one image alone can.
• Browse curated starting feeds. The homepage offers ready-made collections as jumping-off points when you have no seed of your own.
• Refine by clicking. Every result is a potential new seed, so you can walk gradually from one aesthetic toward another.
• Collect reference for a project. Designers, illustrators and photographers use it to assemble visual direction without wading through stock libraries.
• Explore a look you cannot name. The best use is finding out that a feeling you have about images is shared by thousands of other pictures.

Tips to get the most out of it

Seed with the weirdest example you have, not the most typical. A generic image returns generic results. An oddly lit, oddly cropped, slightly wrong image pulls the engine somewhere interesting immediately.

Use two or three seeds to triangulate. One image is a direction. Three images are a coordinate. Adding seeds is the difference between “blue photos” and the exact blue you meant.

Follow a drift. Click a result that is only partly what you wanted, then a result from that, then another. After five hops you end up somewhere you would never have searched for, which is frequently the point.

Treat it as a starting point, not a source. Results are found images from around the web. If you plan to use something, track down the original and check the licensing, because the tool is not built to tell you either.

Save what you find immediately. Feeds are transient and the web underneath them changes. If an image matters to you, grab it or bookmark the page now rather than hoping to re-find it later.

Try it on non-photographic input. Illustrations, textures, screenshots, film stills and paintings all work, and the results across those categories are often more surprising than with photos.

If you like Same Energy, also try…

• Artvee: high-resolution public domain artwork, ideal as seed material for a very specific mood.
• Unsplash: free-to-use photography when you need the actual file and the license to match.
• Color Hunt: the same instinct applied to palettes rather than pictures.
• Nikon Small World: microscope photography that looks like nothing else and seeds beautifully.

More visual rabbit holes in Design & Creativity, and more clever search tools in Tools & Utilities.