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CatalogLab

Bulk AI product photos with perfect consistency

Photography
Artificial Intelligence
E-Commerce
Visit WebsiteSee on Product HuntTwitter

Hunted bySonia niniSonia nini

Upload your products, lock your visual identity, and generate hundreds of studio-quality images in one batch. Same lighting, background, and framing across your entire catalog. No studio, no photographer, no inconsistency. Built for e-commerce teams and DTC brands who need to scale product visuals without losing brand consistency. From 39€/month.

Top comment

Hey PH! I'm Sun, solo founder of CatalogLab. I built this because I was tired of seeing e-commerce brands spend thousands on photoshoots only to end up with inconsistent catalogs. Every AI image tool generates one image at a time — but nobody was solving the real problem: making 500 product photos look like they came from the same shoot. CatalogLab locks your visual identity (background, lighting, framing, model) and applies it across your entire catalog in one batch. Upload once, generate everything. Would love your feedback — what would make this more useful for your workflow?

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About CatalogLab on Product Hunt

Bulk AI product photos with perfect consistency

CatalogLab was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #26 on the daily leaderboard. Upload your products, lock your visual identity, and generate hundreds of studio-quality images in one batch. Same lighting, background, and framing across your entire catalog. No studio, no photographer, no inconsistency. Built for e-commerce teams and DTC brands who need to scale product visuals without losing brand consistency. From 39€/month.

CatalogLab was featured in Photography (142.8k followers), Artificial Intelligence (467.3k followers) and E-Commerce (41.4k followers) on Product Hunt. Together, these topics include over 116.3k products, making this a competitive space to launch in.

Who hunted CatalogLab?

CatalogLab was hunted by Sonia nini. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.

Want to see how CatalogLab stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.