For a restaurant or cafe, reviews are the main source of new guests, but the work with them is chaotic. Unanswered ratings pile up on Google Business Profile, guests complain about cold food or a missing sauce in Wolt and Bolt Food ratings, they discuss service in Facebook and Instagram comments, and a complaint arrives directly on Messenger. The manager answers when there is time, often in a rush and not always in the same tone. Trends, such as repeated complaints about waiting on Friday evenings or about cold potatoes in Wolt orders, become visible only when someone decides to read all of the month's reviews.
We implement a Copilot Studio agent in your Microsoft 365 tenant with a Power Automate flow. Every day the flow collects new reviews from Google Business Profile, the Wolt and Bolt Food partner portals, and Facebook and Instagram into one SharePoint list. The agent assigns each one a topic (service, kitchen, prices, cleanliness, waiting time, delivery, atmosphere), detects the sentiment and drafts a reply based on your tone guidelines and examples, taking into account the specific complaint or praise. Drafts appear in a Teams channel with a link to the original, and the manager or host edits and publishes them in Google Business Profile or the Wolt portal. The agent never posts publicly. On Monday the manager receives a summary in Teams: how many reviews per channel, which topics are most frequent, what recurs by weekday or shift, and a few example quotes. The data stays in your Microsoft 365 tenant, and guest names are not included in the summary.