Google's consumer insights team explores the complex "messy middle" of purchase decisions between trigger and purchase, identifying six cognitive biases – like social proof and scarcity bias – that significantly impact consumer preference.
This service provides a managed API solution for upscaling low-resolution, blurry, or compressed facial images. It supports multiple upscaling models including GFPGAN (v1.4) with Real-ESRGAN backend and Crystal Upscaler to deliver high-quality, identity-preserving 2×–8× upscaled results without requiring GPU infrastructure.