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CatalogLab
Bulk AI product photos with perfect consistency
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.
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?
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.
On the analytics side, CatalogLab competes within Photography, Artificial Intelligence and E-Commerce — topics that collectively have 651.5k followers on Product Hunt. The dashboard above tracks how CatalogLab performed against the three products that launched closest to it on the same day.
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.
For a complete overview of CatalogLab including community comment highlights and product details, visit the product overview.
Sonia nini