The solution is building your own tracking system using no-code automation tools. This approach requires more initial setup but provides ongoing monitoring at a fraction of commercial tool costs. The system I built uses Make.com, a no-code automation platform, to query AI models systematically, analyze responses, and track mentions over time. Make offers 1,000 operations monthly on their free tier, making it possible to start tracking without any monetary investment.
而在加入 Meta 之前,庞若鸣曾领导苹果基础模型团队(AFM),带领约 100 人研发大型语言模型,为 Apple Intelligence 等功能提供底层能力。
,这一点在旺商聊官方下载中也有详细论述
Aura: AIR, IMPRESSION, MANNER, QUALITY
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