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Back to Stop building AI wrappers. Start building agent harnesses., with Jon Noronha.

Why Can Slowing Users Down Raise Paid Conversion?

Jon Noronha says slowing people down raised paid conversion. Gamma tested a fast mode that skipped the outline and the upfront questions, on the idea that less friction would get people to a useful result sooner. He wanted that test to win. It lost. Seeing the outline, choosing the high-level arc of the story, and answering questions led to much higher satisfaction ratings. People who got through the slower path felt more invested in the output, did more with it, and converted to paying at a higher rate. A test is not only one answer. Gamma still shipped a version of fast mode for brand-new users on mobile, where typing a stack of answers is a poor fit.

The same testing habit is constant. Gamma probably has 10 or 20 experiments running at once, and many last less than a day. On the way to the recording, the morning after a new small model came out, he started eight tests for cheap jobs such as picking a template, writing an outline, making a small edit on a slide, or revising an outline. He planned to check them afterward and expected to cancel about four. A common result is that a model at half the cost matches the more expensive one. Sometimes the large model is still required.

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Transcript

Stop building AI wrappers. Start building agent harnesses. ·

The Startup Ideas Podcast

More from this episode

  1. What Is an AI Agent Harness?Jon Noronha says an agent harness is the set of tools an agent uses to do work, check that work, and hand the user something finished, including asking what…
  2. What Happens When You Paste Notes Into Gamma?Jon Noronha says that pasting messy notes, a document, or a PDF into Gamma and asking for a 20-slide presentation starts an entire computer in the cloud.
  3. When Should a Startup Build Its Own Agent Harness?Jon Noronha says a startup should build its own agent harness when the job looks very different from plain coding.
  4. What Is AI Smell?Jon Noronha says AI smell is the tell that work was made with AI.
  5. Why Does Taste Beat Evals in Creative AI?Jon Noronha says taste beats evals when the question is creative.
  6. Should Startups Fine-tune Their Own AI Models?Jon Noronha says early startups should not fine-tune or train their own models as the plan.
  7. What Is a Marketing Engineer?Greg Isenberg says a marketing engineer runs dozens of experiments a day with AI agents.
  8. Why Can One Niche Grow Into a Big Company?Jon Noronha says a big company is a thousand little niches piled on each other, so a product can start with one niche and then look for the adjacencies.

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