Notes from McClipFace
The McClipFace blog.
Short, plain notes on how your AI can be a savvy shopper. How McClipFace finds the codes, what's new, and small ways your AI can help you keep more of your cash.
How McClipFace makes money (and the rules that keep it honest)
McClipFace doesn't charge you anything. Here's how it earns affiliate commissions, when its store tie-breaker kicks in, and what it won't do, in plain words.
Read the post →How to get coupon codes from ChatGPT, Claude, Muse and Grok Bot
Chatbots often hand out old coupon codes, or codes that never existed. Here's why it happens, and how McClipFace gives your AI a library of 5,000+ codes across 1,500+ stores, as of Oct 2, 2026, so it finds the code automatically.
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