Brand mention watchlist and briefing desk

Reduce time from mention to reviewed briefing while keeping a source-linked record. For PR and communications teams monitoring brand mentions and share of voice, convert permitted online sources, tracked keywords, competitor lists and briefing rules into a reviewed daily briefing with sentiment and share-of-voice evidence. The benefit is a testable hypothesis, measured through reviewed briefings per analyst hour and corrections after briefing approval; do not assume that AI output alone produces business value.

Confirm the buyer's problem and scope, collect permitted online sources, tracked keywords, competitor lists and briefing rules, then follow this sequence: 1. Track brand mentions across permitted online sources as they appear. 2. Monitor social media, news, blogs, forums and reviews. 3. Analyze the emotional tone of each mention. Resolve uncertain cases with qualified reviewers, approve reviewed daily briefing with sentiment and share-of-voice evidence, and measure reviewed briefings per analyst hour and corrections after briefing approval against a documented baseline.

How the AI works

Use AI to interpret permitted inputs, suggest structured mappings and generate candidate outputs for the three stated task modules. Use deterministic code for arithmetic, schema validation, hard constraints and reproducible tests. Review source-linked explanations and uncertainty before accepting results. One fixed source list and approved keyword set; final sentiment calls and briefing sign-off remain editorial. A model suggestion is never a verified fact, professional decision or authorization to act.

Safeguards

Preserve source attribution, quotation accuracy and usage permissions. Communications leads approve substantive briefing changes and publication scope. One fixed source list and approved keyword set; final sentiment calls and briefing sign-off remain editorial. Keep all consequential actions under authorized human control and do not fabricate missing inputs, permissions, professional judgments or market evidence.

What to build first

Pilot scope: One fixed source list and approved keyword set; final sentiment calls and briefing sign-off remain editorial. Implement one approved input format, a bounded representative case set and the first two task modules: track brand mentions across permitted online sources as they appear; monitor social media, news, blogs, forums and reviews. Support the third module with operator review: analyze the emotional tone of each mention. Include source references, corrections, basic organization access, approval states, export and value measurement. Use managed operator assistance for unresolved exceptions. The cost estimate covers this narrow prototype, not unrestricted multi-tenant scale, complex production integrations, specialist certification or physical operations.

What it can connect to

Brand-owned accounts, authorized source feeds and permitted research sources. Cloud storage, briefing export and messaging destinations. Start with file exchange and validate destination specifications before promising direct publishing. Start with authorized file exchange. Validate current provider access, usage rights and schema behavior before promising a connector.

The screens in detail

Primary screens: Watchlist setup, Live mention stream, Briefing and delivery. Use a thumbnail gallery for watchlists, a large central stream of mentions with sentiment and source, and a right-hand panel for competitors, keywords and comments. Let users compare periods side by side. Display new, reviewed and escalated states. Provide a client preview link with comments anchored to the relevant mention. Make the task-specific outcome reviewed daily briefing with sentiment and share-of-voice evidence visible beside its evidence, review state and value baseline.