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Poor Google Pagespeed Score - How to Improve?

Hello everyone,
I struggle with some performance of my page which causes a bad scoring.
My link: www.cnbrice.com
Read only link: Webflow - Brice Gardening

  1. I upload a background video with 1.3MB only one time, but the transcode size is very large, and It appears 2 videos when using pagespeed tool.

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  1. I hide the background video on the mobile device in order to optimize the mobile page speed, but it doesn’t work, the pagespeed score is very low.

The video is still loaded on the mobile device.

How can I solve it?

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