If you're OK deleting your browsing history, that'd be the easiest way: https://support.google.com/chrome/answer/95589?hl=en&co=GENIE.Platform%3DDesktop You MAY be able to delete just that sites history:
- 3-dots menu, History, History; a separate tab opens
- Click By group tab, click 3-dots to right of the website you want gone, 'Remove all from history'
- History page (chrome://history) top-right has a search, search site, check box next to all sites you want gone, click Delete in top-right
You may also need to turn off various 'Suggestion'/Autocomplete settings. These seem to assume you are logged into a gmail/google account via website or logged intoThese were covered in tukan's answer, but here is one of the browser itself:official help articles on it. https://support.google.com/websearch/answer/106230?hl=en&co=GENIE.Platform%3DDesktop&oco=0 https://www.wikihow.com/Remove-Suggestions-on-Chrome
Delete a single sites cookies/cache/data from Chrome (which may not help the autocomplete/fill/suggestions):
- Go to the website
- Click padlock symbol to left of URL address
- Cookies and site data
- Manage cookies and site data
- Click the padlock on each related site you see in this list
May also help: go to site, padlock, Site settings, Delete data in new tab (URL will be chromechrome://settings/content/siteDetails?site=https....)