AI chatbots are increasingly used for price comparisons and shopping advice, but they may offer biased recommendations based on user demographics. A browser extension or API could analyze chatbot outputs for fairness, flagging discriminatory pricing patterns. Consumers concerned about fairness would pay for transparency, while businesses could license it for compliance audits. Start with a basic analyzer for ChatGPT outputs, then expand to other AI chatbots. The main risk is AI providers blocking or obfuscating outputs to avoid scrutiny.
AI price fairness monitor
Build a tool to detect and report biased pricing recommendations from AI chatbots. For consumers wary of hidden discrimination.
Why now
Recent studies reveal AI chatbots offer different prices based on inferred wealth, creating demand for transparency.
- Who for
- Consumers and businesses using AI chatbots
- Business model
- SaaS subscription or API licensing
- Effort
- A few weeks
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