Review analysis and replies

Reviews land on Google Business Profile, in Wolt and Bolt Food ratings, and on Facebook and Instagram, and the manager finds time to answer only late in the evening. The agent collects, classifies and drafts a reply in your tone, and a person always publishes.

Built for ISO 27001NIS2 DORA

Review analysis and replies
  • Channel collection flow
  • Copilot Studio agent
  • Teams review channel

Google and Wolt reviews get answered late, and nobody sees the trends

  • All channels Google Business Profile, Wolt, Bolt Food, Facebook
  • Draft in your tone, a person publishes
  • Monday a summary in Teams with topics by channel
  • Your tenant data stays in Microsoft 365

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.

How it works

Four steps from input to a record in your system, with human approval wherever there is risk.

Collecting reviews

Every day the flow collects reviews from Google Business Profile, the Wolt and Bolt Food partner portals, and Facebook and Instagram into a single SharePoint list with a link to the original, the channel and the date. Nothing has to be copied by hand.

What you get

Channel collection flow
Channel collection flow

A Power Automate flow that collects reviews from Google Business Profile, Wolt, Bolt Food, Facebook and Instagram into one SharePoint list in your tenant.

Copilot Studio agent
Copilot Studio agent

An agent that classifies reviews by topic and channel and writes reply drafts based on your tone guidelines and approved examples.

Teams review channel
Teams review channel

A channel where the host sees new Google and Wolt reviews, drafts and priorities, plus a weekly summary for the manager.

Tone guidelines and support
Tone guidelines and support

Reply guidelines with examples prepared together, and our support when access to Google Business Profile or the Wolt partner portal changes, or your topics do.

What we build it with

Copilot Studio agent + Power Automate flow with collection of reviews from Google Business Profile, Wolt and Bolt Food, and Facebook and Instagram, with a summary in Teams. We connect through platform APIs, portal exports or an email notification flow, depending on your accounts. Read more about this service and its limits on the service page.

Frequently asked questions

Does it work with Google Business Profile, Wolt and Bolt Food?

We take Google Business Profile reviews through its API, and Wolt and Bolt Food ratings through the partner portal export or an email notification flow, depending on what your partner account allows. We connect Facebook and Instagram through the page API. We choose the integration method after a check, and we do not claim an official partnership with these platforms.

Can the agent publish at least the positive replies on Google by itself?

Technically it is possible, but we do not recommend it and do not implement it by default. Public communication in the restaurant's name on Google Business Profile or Wolt stays with a person, while the agent saves time by preparing the draft and the priorities.

Do we need Microsoft 365 Copilot licences?

A Copilot Studio agent and Power Automate are licensed separately from Microsoft 365 Copilot, so full Copilot licences are not required. We review your existing Microsoft 365 licences and suggest a suitable option.

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Expertise confirmed by certifications

This service is delivered by specialists with valid international certifications. Their expertise is confirmed by independent organisations, not by us.

All certifications
  • AISP badge
    AISP PECB

    Artificial Intelligence Security Professional

    AI systems are deployed with protection against data leakage and model abuse.

  • AAISM badge
    AAISM ISACA

    ISACA Advanced in AI Security Management

    The AI security programme and its controls are managed following the ISACA methodology.

  • AAIR badge
    AAIR ISACA

    ISACA Advanced in AI Risk

    AI risks are identified and managed like any other IT risk.

Let's discuss: review analysis and replies

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