firebase_admob is now deprecated in favour of google_mobile_ads and both of them do not support flutter web. However, you can use display ads on websites using Google Adsense.
You can create a blank web page and add ads and embed the flutter app in the HTML page.
Ref:
Google Adsense
Embed flutter App in website
