# How StockPhotoScout judges whether a stock image theme is worth making

URL: https://www.stockphotoscout.com/en/methodology
Language: en
Title: StockPhotoScout Methodology | Theme Demand, Scarcity, Similarity, and Keyword Potential
Description: How StockPhotoScout evaluates Adobe Stock themes, scarcity, similarity risk, and keyword potential before contributors batch-produce AI stock images.
Keywords: StockPhotoScout methodology, Adobe Stock theme research, stock image scarcity, AI stock image similarity, Adobe Stock keyword potential

## Direct Answer
The expensive part of Adobe Stock production is not making one more image. It is making a batch that should have been rejected before generation. StockPhotoScout checks buyer use, supply crowding, similarity risk, and keyword potential before a theme moves into batch production.

## Evidence and Boundaries
- This is StockPhotoScout's own production filter, not a ranking promise.
- Theme decisions combine buyer use case, keyword evidence, similarity risk, and production fit.
- No theme guarantees acceptance or downloads; the goal is to reduce obviously weak, repetitive, or hard-to-search batches.

## Sections
- Use three examples to see the decision logic
- Start with buyer use, not visual taste
- Scarcity means useful demand with less crowding
- Similarity is conceptual, not just visual
- Keyword potential decides whether buyers can find it
- The final filter favors fewer stronger candidates

## FAQ
- Is StockPhotoScout's scoring a marketplace rule? No. It is a production filter. It helps you reject weak, repetitive, or hard-to-keyword themes before you spend time on them.
- Why can a scarce theme still be a bad idea? Because scarcity only means supply is low. A useful theme also needs buyer use, search language, executable visuals, and manageable similarity risk.
- Is similarity only about how images look? No. Concept, subject, composition, action, setting, and buyer use matter. Small visual changes may not solve conceptual repetition.