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UnknownBrand-owned official channel linked from https://mnml.ai/ to https://youtube.com/@mnmlai. Public description: "Architecture AI Design Assistant. Transform your ideas & sketches to stunning designs using powerful architecture AI tools". Ownership is distinct from an external creator contract.0:10 · caption hook

“#1 AI Rendering Software - MNML AI”

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Replaces an interior sketch with stacked rendered room alternatives, then cycles finishes and furnishings within the same room viewpoint.

1.4Mviews179likes↑959×vs their usual post · 1.4K views—creators ran this script

@MNML AI · 2.1K followers · creator page →

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Who made ittheir public relationship signal, and the receipt for it

@MNML AIyoutube · 2.1K followers · median 1.4K views · n=60best post4.1M2.9K×views · for MNML AIUnknown Brand-owned official channel linked from https://mnml.ai/ to https://youtube.com/@mnmlai. Public description: "Architecture AI Design Assistant. Transform your ideas & sketches to stunning designs using powerful architecture AI tools". Ownership is distinct from an external creator contract.Open creator →

Views and likes are public counts at capture time. The multiple compares this post with the creator’s own recent median, not a claim about what caused its reach. Read the methodology →