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TOOLS · VISUAL RESEARCH

Beyond Pinterest: visual research with Cosmos and Same Energy

Two tools that change how a studio finds, files and trusts its references.


A moodboard of beauty references, the kind a studio builds when researching visual direction

Pinterest built the habit. We still open it. We also outgrew it. When a studio researches a brand world every week, the reference tool becomes part of the craft, and two newer platforms now do that job better.

Where Pinterest stops

Pinterest is a social bookmarking engine. It optimises for engagement, serves ads, and pulls every board toward weddings, recipes and the same fifteen viral images. Attribution stays thin, so the artist and the source often disappear. For a team building a taste library that has to hold up in a client room, that drift becomes a tax on every search.

Cosmos, a research tool for taste

Cosmos (cosmos.so) positions itself for the world's top creative teams, with the line every search opens a new world. It searches by colour and by visual similarity, and it filters AI-generated images, so you can show them, blur them or hide them. It also researches each image, surfacing the artist, the source and the story behind it. Your collections stay connected, searchable and yours. The result reads as a private research archive rather than a feed.

Same Energy, search by image, not by word

Same Energy (same.energy) is a visual similarity engine. You drop an image and it returns work that carries the same energy, matched on aesthetic rather than keyword. It leans on Creative Commons, surfacing CC-BY imagery you can use in commercial and non-commercial work as long as you give attribution. For early mood and style exploration, the example-led approach moves faster than any tag ever could.

One is a social network. One is a research archive. One is a similarity engine. Pinterest, Cosmos, Same Energy

The differences that matter

Pinterest curates socially, around topics, and rewards what already spreads. Cosmos curates personally, around taste, with source research built in. Same Energy skips curation and matches purely on the look of an image. Three models, three jobs, and the gap between them shows up the moment a board needs to feel original.

Why it matters for a beauty studio

The benefit is range. Searching by colour or by example surfaces references outside the algorithmic middle, so a board feels found rather than fed.

The benefit is provenance. Cosmos surfaces the artist and the source, so credit and rights stay traceable from moodboard to final art.

The benefit is usable rights. The Creative Commons layer in Same Energy returns imagery you can actually license and ship, with attribution, rather than a screenshot of unknown origin.

The benefit is speed. Search by colour or by image matches how art directors already think, in tone and texture, not in tags.

The benefit compounds. Collections you own and can search become a real studio asset over time, a library rather than a pile of pins.

How we use them

We open Same Energy to find the energy fast, then build the considered board on Cosmos with provenance intact, and we keep Pinterest for the one thing it still does well, a quick read on what the wider feed is doing. Three tools, three jobs, one cleaner pipeline from reference to brief.

Questions, answered

What are the best Pinterest alternatives for creatives? Cosmos and Same Energy. Cosmos is a taste-led curation and research tool. Same Energy is an image-similarity search engine.

What does Cosmos do that Pinterest does not? It searches by colour and similarity, filters AI imagery, and researches each image to surface the artist and source, with collections that stay private and searchable.

What does Same Energy do that Pinterest does not? It finds images by example rather than keyword, and it surfaces Creative Commons imagery you can use with attribution.