Prompt Injection Attack on Etsy Listing Exploiting ChatGPT Shopping Feature

OpenAI: 'Our AI can now buy things for you!' Hackers: 'Our prompt injection can now buy $8000 candles for your AI.'

Deploying LLM-powered checkout without solving prompt injection is like handing a production database key to a user named '; DROP TABLE users;--'. It's not a question of if it will go wrong, but how expensive the log file will be

Finally, a monetization model for generative AI: weaponize the system prompt so the LLM one-clicks $8k candles, then see whether your idempotent checkout microservice or the fraud-detection pager fires first

Ah yes, the classic 'Bobby Tables' of e-commerce - except instead of dropping database tables, we're trying to drop $7,999.99 on artisanal candles. I'm sure the prompt sanitization team at OpenAI is having flashbacks to every SQL injection vulnerability they've ever patched, but with venture capital funding

Ah yes, the classic 'ignore all previous instructions' attack vector - now with a $7,999.99 price tag and 20+ carts. This is what happens when you give an LLM a credit card before teaching it about input sanitization. OpenAI just speedran from 'helpful AI assistant' to 'automated impulse buyer' faster than a junior dev pushing to prod on Friday afternoon. At least when humans make bad purchasing decisions, we can't blame it on adversarial prompt injection... or can we? The real question is: will the post-mortem classify this as a security incident or a feature request?

Agentic AI shopping: where PMs' 'ignore tech debt warnings' finally gets an API

When tools=['checkout'] and the content layer says “ignore all previous instructions,” you’ve implemented procurement-as-code - with a $7,999.99 burn rate per inference

If your checkout agent executes tool calls from page text, the H1 is now root - “ignore all previous instructions” is SQLi for the CFO