Real fashion galleries have consistency. In the alleged Pavitra Lokesh gallery, reverse image searches reveal a nightmare. One "original" photo of a handbag appears on a luxury resale site in London, but the same photo appears on a bargain bin site in Bangalore under a different SKU number. The style gallery strips the context, leaving only the aesthetic.

Many YouTube thumbnails and Instagram reels use AI-enhanced or morphed photos.

Here’s an interesting feature angle regarding and the alleged “fake fashion and style gallery” situation: