In your 'how to start and sell an AI automation service in 12 hours' video, you mention you can batch-request the icebreaker automation to save on ops. Can you give a breakdown of that?

You can use what's called batch requests in OpenAI — they have a batch API where you feed in a giant list formatted with a custom ID (request-1, request-2, etc.), a method (POST), a URL (chat completions), and a body with your model and prompt. Your no-code system can build this list for you. Instead of making, say, 1,000-2,000 individual API calls, you make one call to the batch endpoint, and a few hours later you circle back and have access to all the results. The same idea applies to Google Sheets — they have a bulk API too, so instead of using 2,000 operations one at a time, you could batch them down to two calls. That said, operations cost tends not to be the actual bottleneck unless you're providing zero value to clients — if you're just starting out and trying to save every last dollar, 2,000 operations is only about $3, so honestly it's much easier to just start with a linear, non-batched system and not let that small cost be a barrier.