'Near Me' Service SEO

Hi

I'm sure anyone doing SEO for local businesses has seen 'near me' as being a high volume, decent intent keyword phrase (plumber near me etc). I just wondered...

Have people ever had success with literally 'near me' phrases vs going for city or town names?

Interested to hear what people have tried and what worked for them.

Thank you.