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It looks like the data is from OpenStreetMap so maybe you could add them if they’re missing there?
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If you click the question mark it has:

> Pub data is sourced from the Food Hygiene Rating Service (FHRS) via GetTheData Open Pubs

https://www.getthedata.com/open-pubs

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Ah, interesting. Searching the dataset for my local area, this seems to include some restaurants, but omits hotels entirely. That's skewing the numbers downward tremendously.
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Which explains why Spearmint Rhino is listed in Birmingham (hint: you might get a surprise popping in that establishment for a quick pint).

So nice interface and all but some data curation will be needed - perhaps on a crowd sourced basis? Click and add comment &c.

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I thought about doing something similar pre-Covid. There are commercial datasets that are more complete (Local Data Company was the one I targeted when I was researching), but... well... £000's a quarter.

The project would have had to cover its costs, so the idea went to the great backlog in the sky.

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I would argue it's your civic duty :)
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Yeah I'm dogsitting at my childhood home right now and it's missing the rural pubs on the dog route.
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