You scroll for ten minutes and feel like you’re seeing the same image over and over. Same lighting. Same pose. Same palette. It’s not a coincidence — it’s a mechanism.

Observation

01 — The algorithm rewards what already works

Instagram does not distribute content evenly. It amplifies what generates engagement in the first minutes — likes, saves, shares. And what generates engagement is what people instantly recognize and understand.

The problem is this: ambiguous, complex, or unusual images require cognitive effort. People don’t pause long enough. The algorithm interprets this as a negative signal and reduces distribution.

The algorithm does not seek beauty. It seeks recognizability.

Creators quickly learn what “performs” through analytics and replicate it. The collective result is a massive aesthetic convergence.

02 — Presets create a collective signature

The Lightroom preset market has transformed global photographic aesthetics. Influencers sell their “look” as files. Thousands of people apply them to their photos.

• 4M+ presets sold by the 50 most popular creators
• 80% of popular presets share the same desaturated tones
• 3 aesthetic families dominate 90% of lifestyle content

The result: thousands of different photographers producing images with the same visual signature.

03 — Visual references come from the same place

Before Instagram, photographers learned from books, galleries, and magazines. Today, they learn directly from Instagram itself.

The reference loop is circular, reinforcing dominant trends instead of challenging them.

04 — Momentary desirability creates aesthetic dictatorship

An aesthetic that “works” becomes visible in real time through likes. This creates pressure to imitate.

Beauty becomes comfortable conformity.

This is an informational cascade: people copy what appears to work.

05 — Locations play an underestimated role

The same places are photographed thousands of times: Marrakech alleys, Bali cafés, trendy streets, famous façades.

The environment already defines a large part of the image before the camera is even used.

06 — What this reveals about attention

Creators become visually homogeneous in order to capture attention — but this makes each image less visible.

The real question is not: how to make images that perform, but how to build a unique visual perspective.

Conclusion

A distinct visual perspective is the only thing that cannot be copied.

The similarity of Instagram images is not a technical inevitability, but the result of collective optimization toward what performs.