Hi @Zheng Tzer Lee,
You could expand canvasLayout to get page content. Please refer to following api
https://graph.microsoft.com/beta/sites/<<SITE-ID>>/pages/<<PAGE-ID>>/microsoft.graph.sitePage?$expand=canvasLayout
Here is the document for more details:
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