StockPhotoScout

Platform Update

June 2026 Update: Auto Upload Filters Unclear and Repetitive Ideas Earlier

Auto Upload now checks whether an idea has a clear use, is too similar to existing stock content, or has weak keywords before generation starts. GPT images also generate at the same time, retry temporary failures, and stop earlier when a task cannot continue.

Unclear image ideas are filtered before generation

Auto Upload now checks whether an idea is clear enough to generate several images.

Before an idea enters Auto Upload, StockPhotoScout checks whether the subject is clear, where the image could be used, and whether it is likely to create review or keyword problems. Blurry, vague, style-only ideas are filtered earlier.

Before update blurry action sample
Before: the subject and motion blur together, making it hard to tell where the image could be used.
Before update generic monument sample
Before: visually dramatic, but too generic to describe with specific buyer search terms.
After update fish market sample
After: a clear subject and real purchasing scene for food supply, market trade, and local business content.
After update chess strategy sample
After: the scene clearly fits articles about strategy, competition, and business decisions.

Crowded subjects such as wood floors and plain still lifes are filtered earlier

New themes are now about 3x less likely to overlap with existing stock content.

The new flow checks whether a theme direction is already overcrowded before generation and Auto Upload. High-quality but saturated subjects such as texture backgrounds, plain-background still lifes, and common object shots are filtered earlier.

Before update wood floor background sample
Before: a high-quality wood floor background, but this category is already heavily saturated.
Before update plain-background still life sample
Before: a plain-background still life, another high-risk type for similarity rejection.
After update dopamine model sample
After: a polished dopamine concept model, with fewer similar stock images currently available.
After update Peru National Day marketing sample
After: a Peru National Day theme that fits holiday marketing and is less crowded than generic still lifes.

GPT batches no longer wait image by image

GPT batch jobs now generate multiple images at the same time. When the service is healthy, a 100-image task takes roughly one third of the old wait.

GPT is useful for detailed stock images, but large batches used to take longer to wait. The current flow runs multiple images at once, retries temporary failures automatically, and stops earlier with a clearer message when a task cannot continue.

What is filtered earlier now

Step What used to slip through What gets checked earlier
Auto Upload themes Generatable themes could still enter a batch Where the image could be used, subject clarity, and refusal risk are checked first
Similarity Crowded stock subjects could still enter a batch Overcrowded topics are checked before generation
GPT generation Large batches took longer to wait Multiple images generate at once, with retries and earlier stop handling

FAQ

Do completed upload tasks change?

No. Completed tasks are not changed. New tasks use the updated idea checks and similarity checks, and generate several GPT images at the same time.

What does lower similarity risk mean here?

New tasks filter crowded ideas earlier, so fewer repetitive ideas are turned into images.

Should I use Custom Themes or Auto Upload first?

Use Custom Themes if you are still choosing the idea. Use Auto Upload when you already have themes and want to generate images, titles, and keywords.

Test with a small batch first

If you are still choosing a direction, generate a few Custom Themes first. If you already know the theme, run a small Auto Upload batch and check titles, keywords, AI labels, and image quality before increasing quantity.

Generate Custom Themes / Start Auto Upload