Attach it to any app. Watch behavior move.
The Incentives LLM layers choice architecture and behavioral economics into every screen, offer and message you ship — so people do the thing you built it for.
Add one address to Claude, ChatGPT, Cursor or your own app. Free tier, two minutes.
"Why aren't users finishing signup?" The LLM reads the incentives and the friction.
Get defaults, framing, rewards and next steps grounded in 1,200+ behavior elements.
A call center says it values 'customer happiness.' Watch what it actually rewards.
Flip the toggle. This is the kind of change the Incentives LLM finds in your product.
You incentivized speed. You got abandonment dressed as throughput.
All problems are incentive problems.
Where teams plug it in
Defaults and progress cues that get people to their first win.
Anchors, decoys and framing that make the right plan the obvious one.
Open loops, streaks and reminders that respect people instead of trapping them.
Spot the perverse incentive before it pays people to do the wrong thing.
Content shaped so search engines and AI assistants cite you.
Rules and metrics that reward the behavior you actually want.
This entire site was built with the Incentives LLM.
The free course that remembers where you stopped. The single next step instead of a menu. The welcome back. Every one is a mechanic the LLM designed — and we'll show you exactly how each works on you.
See the nudges working on you →Stored only in your browser. Reset any time.
Learn to read and redesign incentives.
10 short parts on economics, psychology, neuroscience and copywriting of incentives — and how to plug the Incentives LLM into anything. Saves your place automatically.
"Aaron Bare will 100x many companies."
Daymond John · Founder, FUBU · Shark Tank