Google Maps Web site and API : different results

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FAQ: https://developers.google.com/maps/faq#geocoder_differences

The API geocoder finds postal addresses. The Maps geocoder uses lots of data, including business data, to find results.

There is the Places API which can find locations based on type/class, but it may not work for business names. Documentation

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