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Response suggestions for comments

Respond with the full context of the post and discussion

The extension reads the comment, post content and previous replies in the thread. It shows a calibrated suggestion, sources and risk level for the user to edit and approve.

Example in action

The response considers the post and the previous conversation

The same comment can mean different things under different posts. AI always uses the context of the current thread.

Public thread

Question under a post about a family stay

A user asks whether the stated price includes a child’s stay. The brand has already answered a similar question about the dates.

post contentcommentresponse history
AI suggestion

A brief, consistent response

The suggestion answers the right question, avoids repeating earlier information and uses the package’s confirmed terms.

  • full post and conversation context
  • content aligned with the brand’s knowledge and tone
  • published only after user approval
Module scope

A response tailored to its place in the public conversation

The module distinguishes an initial question, a response in an extended thread and a comment requiring escalation. It does not create responses in isolation from the discussion.

Reads the context

It considers the post, parent comment, previous responses and the current stage of the conversation.

Creates a suggestion

It prepares a concise response aligned with the audience’s language and the brand’s calibration.

Manages risk

It shows the risk level and passes on difficult cases instead of suggesting a routine response.

Process

How is a comment suggestion created?

1

Open the thread

The extension recognises the comment and collects the post content and previous responses.

2

Assess the context

AI identifies the topic, intent, stage of the conversation and risk level.

3

Prepare the response

The content is created using approved facts and calibration.

4

Edit and publish

The user edits the suggestion and decides whether to publish it.

Data and outcome

The thread provides continuity

The module preserves the order of the conversation and does not repeat information the brand has already shared.

Input

What does AI use?

  • post or publication content
  • comment and previous responses
  • calibration and approved knowledge
  • priority, quality control and risk level
Output

What does the team receive?

  • draft response
  • sources and rules applied
  • alternative version or escalation
Control

The user remains responsible for the public decision

The suggestion can be changed, rejected or passed to someone else. A crisis is never published automatically.

The decision remains with the team

An employee edits, approves or rejects the suggestion and publishes the response themselves; risky cases are passed to the appropriate person.

Where does this module end?

The module does not publish automatically, moderate comments, hide posts or prepare routine responses for high-risk cases.

Outcome

Faster responses without losing the thread

Full context

The content refers to the post and previous responses, not just a single sentence.

Consistent conversation

The brand avoids repeating information and maintains its agreed tone across successive responses.

Publication control

The user can see the sources and risk, then makes the final decision.

Data and integrations

The extension works where the public conversation takes place

The Central Reputation Panel provides the queue, while AI in the browser connects it to the current post and comment.

Central Reputation PanelAI in the browserResponse calibrationResponse controlSocial profiles
Content hub

Related process elements

FAQ

Frequently asked questions

Can AI see the post content?

Yes. The publication content and previous thread are a core part of the suggestion’s context.

Can the module respond in an extended discussion?

It can prepare a version suited to the current stage, but the user publishes it.

What about irony or an ambiguous comment?

The system can flag uncertainty and pass the decision to a person.

Will a crisis-related comment receive a standard suggestion?

No. A high-risk case is blocked and sent for escalation.

Respond to comments with full context

We combine the publication content, thread history and brand standards into suggestions ready for informed approval.

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