<format type="xml">{analysis_id: string, source_platform: string, document_id: string, timestamp: date, extracted_text: string, company_entity: string, campaign_or_event_context: string optional, sentiment_metrics: {overall_score: number, label: string, confidence: number, keywords_detected: list[string], emotions_detected: list[{type: string, score: number}] optional}, stakeholder_profile: {type: string, location: string optional, influence_score: number optional} optional, topics_discussed: list[{topic: string, relevance_score: number}], identified_issues: list[{issue_type: string, severity: string, recommended_action: string}] optional}</format> <data>**CONFIDENTIAL: STAKEHOLDER SENTIMENT ANALYSIS BRIEFING**

**Analysis ID:** SEA-2025-08-13-2417

A new data point, document ID 276726908262366177, was captured by our listening platform from a Reddit source. The system ingested and processed this item at approximately 2016-02-11T08:46:53.218067Z. The analysis was completed using our NLP model v4.1, which has shown a 3% improvement in sarcasm detection in recent benchmarks. The subject of the feedback was identified as Garrison-Robbins.
Initial classification suggests the author is a(n) 'competitor'. Their digital influence score is calculated at 3924, placing them in the 'Standard' tier of stakeholders.

The content of the message reads: "Just saw the new 'Progressive empowering initiative' Campaign from Garrison-Robbins. broken promises. It really makes you think about their stance on users and action-items. Seriously disappointed. #Garrison-RobbinsFail #users"
Our sentiment engine has assigned a score of -0.98, resulting in a 'NEGATIVE' classification. The model's confidence in this assessment is high, at 96.1%. The sentiment appears to be a direct reaction to the 'Progressive empowering initiative' Campaign.
The primary themes extracted from the text are: 'action-items' (relevance: 0.92), 'users' (relevance: 0.59). These were derived from lexical triggers such as 'discover' and 'good', among others.

**ACTIONABLE INTELLIGENCE:**
- A potential 'product_quality_complaint' has been flagged with a 'critical' severity level. The automated protocol suggests we 'internal_audit_hr_comm' as a preliminary step.</data>
<root><analysis_id>SEA-2025-08-13-2417</analysis_id><source_platform>Reddit</source_platform><document_id>276726908262366177</document_id><timestamp>2016-02-11T08:46:53.218067Z</timestamp><extracted_text>Just saw the new 'Progressive empowering initiative' Campaign from Garrison-Robbins. broken promises. It really makes you think about their stance on users and action-items. Seriously disappointed. #Garrison-RobbinsFail #users</extracted_text><company_entity>Garrison-Robbins</company_entity><sentiment_metrics><overall_score>-0.9771</overall_score><label>negative</label><confidence>0.9607</confidence><keywords_detected>discover</keywords_detected><keywords_detected>good</keywords_detected><keywords_detected>threat</keywords_detected><emotions_detected><type>fear</type><score>0.7801</score></emotions_detected><emotions_detected><type>sadness</type><score>0.6962</score></emotions_detected><emotions_detected><type>anger</type><score>0.3927</score></emotions_detected></sentiment_metrics><topics_discussed><topic>action-items</topic><relevance_score>0.9201</relevance_score></topics_discussed><topics_discussed><topic>users</topic><relevance_score>0.5929</relevance_score></topics_discussed><campaign_or_event_context>'Progressive empowering initiative' Campaign</campaign_or_event_context><stakeholder_profile><type>competitor</type><influence_score>3924</influence_score></stakeholder_profile><identified_issues><issue_type>product_quality_complaint</issue_type><severity>critical</severity><recommended_action>internal_audit_hr_comm</recommended_action></identified_issues></root>