• CoPc supported on hollow carbon nanospheres (HCNs) achieves a maximum CO2-to-CH4 selectivity of 15.1%, breaking the conventional CO-selective behavior of CoPc.
• The Janus carbon shell architecture creates inner–outer functional asymmetry, where the inner surface promotes HER to enrich protons near the outer CoPc active sites.
• Local proton enrichment is identified as the key mechanism enabling deep CO2 reduction to methane on a non-copper molecular catalyst.
• This work demonstrates that catalyst structure can overcome intrinsic selectivity limits of molecular catalysts, offering a new design strategy for non-copper CO2 methanation.
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