https://prashantb.dev/tags/whisper/ Recent content in whisper on Blogs by Prashant B. https://pixabay.com/get/g61a93d93efd9be3f89af90a3a3ab09f5038e2fc845bfef9652e193a7f23b33417194e775640fe162bc43a33a0b3e36b5e6745f714d647cb155079bc5f89883e9ef93b7db818730f01c5b6a29ebb77cd9_640.png https://pixabay.com/get/g61a93d93efd9be3f89af90a3a3ab09f5038e2fc845bfef9652e193a7f23b33417194e775640fe162bc43a33a0b3e36b5e6745f714d647cb155079bc5f89883e9ef93b7db818730f01c5b6a29ebb77cd9_640.png Hugo -- 0.118.2 en Wed, 03 Jun 2026 10:00:00 +0530 https://prashantb.dev/posts/cutting-ad-analysis-cost/ Wed, 03 Jun 2026 10:00:00 +0530 https://prashantb.dev/posts/cutting-ad-analysis-cost/ I run AI analysis on Meta ads at scale. Every time someone saves an ad in SpreshApp, my pipeline analyzes it with Gemini and returns structured creative insights: the hook tactic, messaging angle, format, target persona, and a few other signals that ad strategists actually use. The first version worked well. It was also costing me around $100-150/month at roughly 1000 analyses per day, and trending upward. I needed to fix it.