cAn·did shifts the wedge from “AI that creates content” → “AI that closes the loop once you post!” It runs critics across voice, hook, visual design, audience fit, and performance. They can disagree. A lead critic turns that into a candid verdict, score, and one fix. The interesting part? It gets smarter after you post. Log what happened, feed back the outcome, and your next screening is based on more evidence about you.