In 2023 Bellingcat published “Can AI Chatbots Be Used for Geolocation?”. In that article, they examine the ability of LLMs to geolocate photos. They gave Microsoft Bing and Google Bard three photos of locations in Canada:
The models do badly on all three. They make mistakes, and require the user to give hints like which city the photo is in to even get close.