I Built the Perfect Black Friday Prompt: LLMs vs AI Browsers Head-to-Head Demo

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Full Story: https://natesnewsletter.substack.com/p/i-tested-5-ais-on-black-friday-shopping?r=1z4sm5&utm_campaign=post&utm_medium=web&showWelcomeOnShare=true
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What’s really happening inside AI-powered deal hunting on Black Friday?
The common story is that any large language model can find bargains — but the reality is more complicated.

In this video, I share the inside scoop on which AIs actually surface the best deals:
• Why intent clarity determines whether LLMs deliver real value
• How browsers and models differ in economic search behavior
• What ChatGPT 5.1 got right that Claude and Gemini missed
• Where prompt engineering shifts the gap between agents and models

When the stakes are finding real savings, operators need to know which AI tools are actually reliable.

Subscribe for daily AI strategy and news.
For deeper playbooks and analysis: https://natesnewsletter.substack.com/