Competitive Analysis Quality Assurance

About

This skill provides a systematic framework for the critical review and quality control phase of competitive research. It moves beyond initial data gathering to provide rigorous fact-checking, automated citation verification, and internal consistency audits across complex project directories. By identifying subjective marketing language and enforcing strict source attribution for numeric claims, it ensures that strategic insights, feature matrices, and company profiles are objective, verifiable, and ready for high-stakes stakeholder delivery.

Key Features

• Automated detection and flagging of promotional or non-objective marketing language
• Source validation via real-time web fetching and citation accessibility checks
• Structured citation compliance reporting for all numeric and statistical claims
• Systematic fact-checking of financial data, market share, and product specifications
• Cross-document consistency analysis to ensure data alignment across the project
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Use Cases

• Verifying the accuracy and context of cited sources and external links
• Performing a final QA audit on competitive research reports before client presentation
• Ensuring internal consistency between company profiles, SWOT analyses, and pricing matrices