Ralph Loop
The brute-force trick where devs run an AI agent in a loop until it finishes the job, and why it is a coding-side story not a funnel one
The Ralph Loop is a dead-simple trick: feed an AI coding agent the same prompt over and over in a loop until the task is actually done. Progress lives in files and git history, not in the model's short memory, so each pass picks up where the last left off. Geoffrey Huntley coined it, and developers spread it because it ships real software with almost no babysitting.
Why it matters for the ChatGPT funnel
Honestly, mostly under the hood. The Ralph Loop is a coding-agent story, the thing engineers tweet about when they brute-force a feature overnight.
The one thing worth taking from it: looping cheap automation until it works is the same instinct behind vibe marketing and programmatic SEO. Agents now do the grind. Your job is owning the moment a buyer asks ChatGPT for a recommendation and turning that into a booked meeting.
How drio fits
You don't have to think about Ralph Loops. drio is the conversion layer that gets your brand picked inside the chat and books the lead. The agent engineering stays with the devs; the pipeline lands with you.
Win the answer, not just the ranking
drio turns the ChatGPT and Claude conversations your buyers are already having into booked calls. Build the app that gets you picked.
Sell inside ChatGPT