AI Wrapper
A product that adds an interface, workflow, or niche service around an existing AI model or API.
“The app was basically an AI wrapper with templates for real-estate listings.”
The phrase can be neutral, but critics use it to suggest a product has little defensible technology beyond another company's model.
It became startup slang during the generative-AI boom as many products were built on major model providers.
GPT wrapper
A product built mainly around GPT models.
thin wrapper
A product adding minimal unique value.
Are AI wrappers bad?
No. A wrapper can be valuable if it solves a real workflow, adds data, trust, or distribution.
Why is the term sometimes dismissive?
It can imply the product is easy to copy or overly dependent on another platform.