# Predicted CTR

1 articles

Ollama + Llama 3.3: 100 Ad Copy Variants/Hour at $0 + a Predicted-CTR Ranker
AI Tools

Ollama + Llama 3.3: 100 Ad Copy Variants/Hour at $0 + a Predicted-CTR Ranker

Generate 100 paid-social ad variants per hour on a local M-series Mac via Ollama + Llama 3.3 70B, then run a second pass that scores each variant 0-100 on hook, value clarity, and CTA specificity. The full prompt pair, the Python wrapper, and the math that makes $0 marginal cost win over GPT-4o at any team size.