Better Link Previews For gchange?

Links from gchange right now have a generic preview.

Example:

I don’t think this gives a good first impression of gchange.
It would be better if the preview had information about the advertisement such as the image, advertisement title, and description.

For example: the peertube link doesn’t just render as

« PeerTube »
« Upload videos on the libre hosting platform! »

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