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This study proposes an approach to the valuation and appraisal of NFT artworks created by generative AI. The results of this study are as follows. First, we analyzed the artistic value of generative AI NFT art based on the value of existing online and offline artworks, and examined the possibility of establishing it as an art genre. Second, in order to propose a direction for the valuation and evaluation of generative AI NFT artworks, we proposed an approach based on reference cases of valuation and evaluation, and suggested an AHP qualitative approach, a quantification approach using Delphi, and a quint algorithm approach. In future research, we will propose a valuation model for generative AI NFT artworks based on the existing valuation methods for online and offline artworks.