Cromulent

The science of persuasive communication

Let our AI find the cromulent words for your audiences. Learned, tested, always improving.

Cromulent optimizes your email marketing copy for conversion. Our AI learns what persuades each audience segment, then generates messages that get smarter with every send.

See how it works ↓
01

Most marketing copy is written on intuition. Cromulent replaces guesswork with evidence.

02

Generic AI copywriters don't know your audience. Cromulent learns what works for each segment.

03

Traditional A/B tests compare two variants. Cromulent runs adaptive experiments across dozens of latent dimensions at once, learning faster from every send.

How it works

From integration to optimization in three steps.

Step 01

Connect to your ESP

Cromulent integrates with Klaviyo (and soon Braze) via a simple OAuth connection. We pull in your audience segments, campaign context, and brand materials. Setup takes minutes, not weeks.

Step 02

AI generates copy tailored to each segment

Our system combines persuasion science with generative AI to produce copy optimized for your specific audience. It doesn't just write; it reasons about which emotional frames, proof points, and messaging strategies will resonate with each customer segment.

Step 03

Every campaign makes the next one better

Cromulent tracks what converts and updates its models daily. Over time, it builds a precise understanding of what your audience responds to: not just what works in general, but what works for your customers, your brand, your products.

See it in action

Same product, same promotion. Different words for different audiences.

Original (generic)

20% off all shoes, this weekend only!

One message for everyone.

Optimized for VIP repeat buyers

Your exclusive early access: 20% off before anyone else

exclusivitysecond personpride

Optimized for loyalty and exclusivity.

Optimized for lapsed customers

Still thinking about those sneakers? They're 20% off today.

curiosityloss framingquestion

Optimized for re-engagement.

Illustrative example. Cromulent optimizes copy across many such dimensions in production.

Not another AI copywriter

Science, not prompts

Most AI copy tools generate text from generic prompts. Cromulent is built by a marketing scientist with publications in Marketing Science and Nature, and optimizes copy using the same experimental methods used in peer-reviewed research.

Learns your audience

Generic tools produce the same copy for everyone. Cromulent builds a statistical model of what persuades each of your customer segments, and that model gets more precise with every campaign you send.

Measures what matters

Cromulent doesn't just optimize for clicks. It tracks opens, clicks, and conversions separately, learning which copy drives actual purchases, not just engagement.

Built by a scientist, for marketers

Justin T. Huang, Founder & CEO

Justin T. Huang, Founder & CEO

Justin earned his PhD in Quantitative Marketing from the Stanford Graduate School of Business and was an Assistant Professor at the University of Michigan Ross School of Business. His research on digital platforms, causal inference, and machine learning has been published in leading marketing journals.

He built Cromulent to close the gap between persuasion science and marketing practice. The platform generates copy tailored to each audience segment, learns what converts from every send, and gets smarter over time.

“I spent years studying what makes people respond to messages, running experiments, building statistical models, publishing papers. Cromulent is what happens when you turn that research into a product.”
  • Stanford GSB PhD
  • Assistant Professor at Michigan Ross
  • Published in Marketing Science & Nature
  • Featured in NBC, NPR, Washington Post

Get early access

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