I would like to use openstreetmap as replacement for google maps (on web) However default nominatim doesn’t generally give correct address (when searched for POI). Is there way to change nominatim provider?
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If the information is wrong, you can easily correct this via your account on openstreetmap.org (as of one example on how to do this, also the best solution for lazy people). After you’ve saved the changes, the correct information will be searchable basically instantly.
There are a variety of geocoders that use OpenStreetMap data.
https://wiki.openstreetmap.org/wiki/Geocoding
Availability of address data varies by area.