The mean circulation pattern and its mechanism over Caiwei Guyot (1,308-5,600 m) in the Northwest Pacific were studied utilizing 3 years of in situ data. A deep anticyclonic cap was found to enclose the entire guyot from its bottom up to a depth of 728 m, which is composed of a stable but highly asymmetric anticyclonic circulation at the foot and a bottom-trapped anticyclonic circulation over the summit. On the slope, the circulation is complex with a dominant anticyclonic circulation near the bottom and a weak cyclonic circulation at ∼2,200 m. The anticyclonic cap intensity over the summit is significantly modulated by the time-varying impinging flow. An intensified cold ring above the summit edge was observed at Caiwei Guyot, which differs from the cold domes observed over traditional conic seamounts. Further analysis suggests that the impinging flow is primarily responsible for the cap formation, and the M 2 tide-seamount interaction plays a secondary role. The anticyclonic cap may play a role in the local geological distribution. Plain Language Summary Seamounts are ubiquitous topographic features found in the global ocean, and understanding the effect of seamounts on local circulation has garnered significant attention from oceanographers. This study examines a topographically induced deep anticyclonic circulation system over Caiwei Guyot (CG, 1,308-5,600 m), which is a deep flat-topped seamount located in the Northwest Pacific Ocean, utilizing 3 years of in situ data. It was found to have a time-varying anticyclonic circulation at the summit and spatially variable anticyclonic circulation at the foot; however, along the slopes, the circulation is complex with a dominant anticyclonic circulation near the bottom and weak cyclonic circulation at ∼2,200 m. A ring of cold water above the summit edge was observed, which differs from the classical anticyclonic circulation system observed above a conical seamount. The mean impinging flow and the interaction between the semidiurnal tide and topography are responsible for generating the anticyclonic circulation system. Moreover, the anticyclonic circulation system could potentially influence the local geological distribution. To the authors' knowledge, this study provides the first comprehensive evaluation of an observed anticyclonic circulation system covering an entire deep flat-topped seamount.