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BRAND LISTENING AND RESEARCH · Workflow idea

Understand what people are saying about your brand.

Gather public discussion that appears to mention a brand, including likely spelling variations, and organize relevant comments by sentiment and emotion. Keep the original discussion with each observation and prepare possible response ideas for review; do not contact a commenter or publish a reply without an authorized person approving the exact message and destination.

Make it yours See how it works ↓
A Roman aqueduct taking shape from architectural sketch to marble.
A little structure. A clearer outcome.
Starts with
A public brand discussion is found
Produces
A deduplicated collection of public mentions with source context, sentiment and emotion notes, and optional response ideas awaiting review.
Category
Reviews & approvals

01 / The starting point

A clear request.
A useful direction.

A public online comment may refer to the organization, product, or a likely name variation

“Filter relevant public discussion, summarize its tone and themes, and prepare private response suggestions for a human to review.”
An example request · Make it specific to your team.

02 / The work

5 tasks.
One useful outcome.

Helps marketing and support teams understand public conversation and find comments that may deserve careful attention.

  1. Choose the brand names to monitor

    List the organization, products, and common spelling variations relevant to the review.

  2. Find potentially relevant public discussion

    Gather comments that appear to mention the selected names and keep each original discussion available.

  3. Filter unrelated or duplicate mentions

    Remove likely noise and repeated records while leaving uncertain matches visible for review.

  4. Summarize tone and recurring concerns

    Suggest sentiment, emotion, and themes as interpretations rather than confirmed facts about the commenter.

  5. Review before responding or contacting anyone

    Have a responsible person verify context and approve the exact message, recipient, and destination before any reply or outreach.

03 / The result

Something useful.
Something to build on.

A deduplicated collection of public mentions with source context, sentiment and emotion notes, and optional response ideas awaiting review.

AmbactiWorkflow folio · 5 steps

Review online brand mentions

Reviews & approvals · Example outcome

The handoff

A deduplicated collection of public mentions with source context, sentiment and emotion notes, and optional response ideas awaiting review.

Keep in mind

Sarcasm, context, and spelling variations can lead to missed or misclassified comments. Treat sentiment as an initial interpretation, protect the people discussed, and require an authorized reviewer to approve any public response, direct message, or customer contact before it is sent.

04 / Make it yours

Set the brief.
Set the standard.

A few choices shape the work around your team.

Define the names and public topics in scope

Choose which brands, products, and likely spelling variations should be included.

Set relevance and sentiment guidance

Explain how to handle sarcasm, unrelated uses of a name, uncertainty, and potentially sensitive discussion.

Choose a private review record

Limit who can see public comments and analysis and retain only what the team needs for review.

Assign a response approver

Name who checks the original discussion and approves each exact response or direct contact before it is sent.

Put your next idea to work.

Start with your brief. Make the process your own.

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