22 Signals

Human-Curated Visual Reference Packs for Creative Teams

A managed research service that delivers source-verified, human-created visual reference libraries for specific creative briefs.

Added Aug 14, 2026

creative research

art direction

content provenance

Opportunity score

Medium opportunity (55%)

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The Problem

Creative professionals use visual discovery platforms to develop art direction, teach techniques, and assemble project references, but generated images and advertisements increasingly overwhelm useful results. Existing filters are unreliable, sometimes mislabeling original artwork and leaving users to manually build private libraries from scattered sources.

Potential Solution

Start as a managed research service producing curated reference packs for game studios, art educators, illustrators, and design teams. Each pack would follow a client brief, include creator and source attribution, exclude generated imagery, and document the curator's verification confidence. Repeated projects can later become a searchable licensed catalog with reusable collections and provenance records.

Why Now?

The rapid increase in generated imagery is reducing trust in mainstream inspiration platforms while creative teams still need dependable references for active projects. Manual verification creates enough recurring work to support a specialized curation service before building a larger product.

Market validation

Search demand

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Competition

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Showing 1-20 of 22 signals

Apple App StoreApr 26, 2026

Cosmos: Search & Discover

On its way to a better Pinterest & Tumblr Early but optimistic. Loving the premium feel will continue to watch its evolution as I’d love a new space for my creative inspo. Lack of an iPad version is disappointing.

Apple App StoreMay 9, 2026

Cosmos: Search & Discover

Amazing Experience! I was looking for a Pinterest alternative because of the ads. This app is better than Pinterest ever was! The images are extremely high quality, the layout is crisp and clean, and search results are relevant. It's easy to use as well!

Apple App StoreMay 15, 2026

Cosmos: Search & Discover

If I didn’t know any better, I’d guess they borrowed Tumblr’s algorithm. After I was prompted, I chose some things I’m into. Regardless, my “For You” feed is flooded with photos of things that made my list in absolutely no way whatsoever. The team behind this app seems intent on pushing its weird ideologies, preferences and biases on people one way or another. Tapping “Not Interested” on dozens of images at a time got old after a week of the algorithm not adapting or learning from the feedback. I reached out to support about my qualms and they were very upfront and unapologetic about the fact that they weren’t going to look into anything I was bringing to their attention. Apparently they don’t take too favorably to pushback from people who don’t want to be Tumblrized. It’s painfully obvious that certain content will be pushed on users in this app whether they like it or not. I reckon they’re gonna have more difficulty than they think when it comes to convincing people that this isn’t Instagram 2.0. At least there are no ads… for now.

Apple App StoreMay 18, 2026

Cosmos: Search & Discover

If inspiration is what you are after this is better than Pinterest Literally the title. I am a painter and the visual ensemble of this app is so perfect for referencing subjects. Enough information in the right directions but never too specific for getting lost in the details. This app needs to stay in the lane it is currently occupying. Do not chase Pinterest into the ad-ridden barf salad cafeteria.

Apple App StoreJun 13, 2026

Cosmos: Search & Discover

Performance issues App works nicely overall, simple design and function, there’s only two issues I have. For starters, the FYP doesn’t change at all, at least not for me. Adding anything to my profile or a collection does not affect the FYP results which feels a bit.. redundant as a feature. More importantly, either there’s an underlying bug or big UIX issues where my phone starts to rapidly heat up using the app for any longer than a minute or so, I always close out before it gets too bad, but it does mean I’m unable to browse anything. Possibly an issue with loading every image and video at once on the screen? Who knows. I will say a positive though is their anti AI feature, although it doesn’t function particularly well, I do like the company or per say developers themselves allowing you to filter out all of the uncreative and slop like “art ideas” you can find on here. Well done there.

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