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stephanweber
Participant
June 4, 2026
Answered

Unclear reasons: Similar content in our collection?

  • June 4, 2026
  • 6 replies
  • 106 views

Hi, I was on a beautiful places and took many photos, so some are indeed similar and some where not at best quality, fully fine. However, in too many cases I just got “Similar...”.

I highly believe Adobe has NO content from that locations, and if so, the situation changes over day, within a year, etc. Often the context matters, like maybe Adbobe has many pictures from lakes, but not from the little lake you have good memories of!

For me the new Adobe algorithm for this decision might be broken. If would be great that the software would simple show me 2 or 3 of these similar pictures! Are they really similar, like very similar regarding orientation, framing, light situation, mood, quality, black-white vs color, etc.? For me it looks that the AI behind is overlooking several elements which make a picture worth buying. 

Also having something similar but a bit different may matter a lot for a buying decision, e.g. 10% closer to my expectitions might be the decision to buy or not. 

Thanks for feedback upfront!

Correct answer yamato713108855

Rejection due to similar content isn't just about the asset's content.

If the title or keywords are similar to assets already registered on Adobe Stock, it won't appear in search results and won't sell.

You need a title and keywords that describe the asset's features so that it can be found in search results.

Beautiful landscapes and less beautiful landscapes are considered similar assets if they share the same keywords.

6 replies

stephanweber
Participant
June 5, 2026

Nancy, you are kidding.

As I already said I am 1000% sure that in this case there are no pictures from that location in the database! So I did my job clearly.

The hints about keywords can be helpful because many of them are often generic like lake, bavaria, spring, and only one very specific like Großhöhenrain.

However, I think if there are strong overlaps regarding keywords and the pictures are much different, e.g   regarding length, width, focal length, colors, etc. They are often very different.

HOWEVER, in any case it would be SO much better to get detailed feedback about REASONS for similarities:

1. Adobe to show us 2 pictures regarded as too similar 

2. Which keywords are leading to duplicates 

3. Whatever other reasons leading to similarities 

 

For a programmer implementing this is a piece of cake, because it is actually already programmed, just an output of the reasons has to be made.

My observation is that rejection due to similarities is now running different compared to the past, and it might be somewhat broken even, i.e. rejecting accidentally far too early. But as the reasons are not named in detail we do not know!

daniellei4510
Community Expert
Community Expert
June 5, 2026

Many of us here have said from the beginning that the algorithm is far from perfect and downright faulty on occasion, almost to the point of being seemingly random. I’ve have many assets accepted that I felt certain would be rejected for similar content and vice versa. It’s one of the reasons I no longer try to second guess what will or won’t be accepted and submit what I believe buyers might be interested in purchasing. As far as what keywords are leading to rejections, it’s one of the reasons I ignore Adobe’s suggested keywords almost entirely or put them last in my list if even then.

Adobe Community Expert | If you aren't submitting your assets in sRGB, you probably didn't read the rules.
Nancy OShea
Community Expert
Community Expert
June 4, 2026

Algorithm Flagging: Adobe Stock uses a shallow AI system to compare your submissions to existing images, vectors, or videos. If your work is too close in composition, concept, or subject to assets already in the library, it may get flagged for “similar content.” 

 

Did you compare your content with current Stock inventory? 

How much competing content was there— a few hundred, a few thousand or several million assets?

 

 

Repetitive Metadata: Using same titles and keywords across multiple variations can trigger automatic rejections.  Wherever possible, use brief but relevant distinctive titles & keywords. The less fuel you throw on the fire, the better. 

 

More about “Similar Content”

https://helpx.adobe.com/stock/contributor/help/how-to-submit-distinct-content.html

 

Hope that helps.

 

Nancy O'Shea— Product User & Community Expert
daniellei4510
Community Expert
Community Expert
June 4, 2026

As ​@yamato713108855 indicated, it is overused keywords and titles that result in an asset being rejected as similar content. Unfortunately, these overused keywords are compared to the entire database not the contributors alone. It’s a less that perfect method in my opinion, but one contributors have had to live with for at year the past year. I maintain, perhaps incorrectly, that the issue is not only keywords themselves, but the order in which they are placed. It is not the moderators making this determination, but an algorithm. Assets are reviewed by human moderators first. If they pass quality, they are then exampled by an algorithm to determine if they are overrepresented. This can determined in cases where an asset is rejected on quality issues first, corrected and re-submitted, only to be rejected for similar content.

I maintain a three-column spreadsheet of all my submitted assets containing its general description or file name, the title as submitted, and the keywords used for that asset in the order as originally assigned. After a few weeks or even months, if I firmly believe that the asset is in fact unique, I consider resubmitting it with more unique but still accurate keywords in a revised order. (As someone who submits AI, I also have the advantage of making slight or even major changes to the original prior to resubmission). I don’t do this on a regular basis, but it has worked to my advantage on a few assets.

All that said, there are occasions where assets are rightfully rejected as similar. The database has more than its fair share of cats and dogs, wallpapers, flowers, icons, etc., that do indeed warrant a similar content rejections. But even those will be accepted if they are presented a unique and captivating manner.

Adobe Community Expert | If you aren't submitting your assets in sRGB, you probably didn't read the rules.
stephanweber
Participant
June 4, 2026

Hi Ralph, the reason for my post is that Adobe seems never to give us clear reasons for rejection due to similarity. As said, it would be nice to get e.g. 2 examples from the existing content or e.g. we have already 100 pictures from the White House.

Nancy OShea
Community Expert
Community Expert
June 4, 2026

It would be nice to get 2 examples… we have already 100 pictures from the White House.

=========

That’s the Contributor’s job— to assess inventory saturation & curate content prior to submission. Stock won’t do your homework for you. 

 

Nancy O'Shea— Product User & Community Expert
yamato713108855
Community Expert
yamato713108855Community ExpertCorrect answer
Community Expert
June 4, 2026

Rejection due to similar content isn't just about the asset's content.

If the title or keywords are similar to assets already registered on Adobe Stock, it won't appear in search results and won't sell.

You need a title and keywords that describe the asset's features so that it can be found in search results.

Beautiful landscapes and less beautiful landscapes are considered similar assets if they share the same keywords.

RALPH_L
Community Expert
Community Expert
June 4, 2026

Unfortunately, we have very little to say in the matter and I must add we do not know exactly what the criteria is for a rejection based on “similar content”. It might be based assets in your portfolio, your asset’s metadata, or even compared to assets in the database. We do not know. The best way to avoid the rejection is to vary your content and do not submit in a genre that is already abundant in the database.