9. Research & Analysis

Searches internal knowledge bases (Confluence, Jira) to find, explain, and cite information on company systems, processes, and technical details.

Reviews technical research for objectivity, evidence, and completeness to meet the Documentarian standard.

Conducts technical research to understand codebases, trace data flows, and map implementation patterns for effective code navigation and analysis.

Conducts technical SEO audits analyzing crawlability, indexability, and Core Web Vitals to identify and resolve website performance issues.

Analyzes search engine results pages (SERP) to classify user intent, identify competitive features, and gather intelligence for content strategy development.

Expands seed keywords and clusters by topic and intent for SEO content planning and strategy.

Conducts comprehensive multi-source research, synthesizing findings and assessing source quality for any topic.

Conducts competitive intelligence and market landscape analysis to inform product strategy and business decisions.

Verifies factual accuracy by cross-referencing claims against multiple authoritative sources to ensure reliability.

Provides real-time monitoring and aggregation of recent news, announcements, and developments on specified topics, companies, or technologies.

Analyzes discrepancies between documented project plans and actual implementation state, including plan drift and roadmap alignment.

Analyzes product requirements documents to identify overlooked edge cases and failure scenarios, enhancing product robustness and reliability.

Searches enterprise context data (Slack, docs, meetings, PRs) from the HERB benchmark to answer questions about products, employees, and organizational activities.

Enforces evidence-based validation through testing and data before marking work complete, eliminating unverified assumptions.

A thinking partner for exploring ideas, investigating problems, and clarifying requirements before or during changes.

Enables efficient web search and content extraction using Brave Search API for research and fact-finding tasks.

Aggregates and analyzes real-time news from 8 major sources, providing daily tech, finance, and market insights through deep interpretation.

Extracts and analyzes competitor ads from Facebook and LinkedIn to identify effective messaging and creative strategies for optimizing marketing campaigns.

Compares organizational performance, processes, and practices against industry benchmarks and best-in-class standards through competitive analysis.

Identifies high-quality leads through business analysis, target company research, and strategic contact planning for sales and marketing teams.

Analyzes meeting transcripts and audio to identify communication patterns, providing actionable feedback for improving leadership and interpersonal skills.

Provides a structured thinking environment for users to explore ideas, investigate problems, and clarify requirements before or during changes.

Ensures all claims are backed by fresh evidence, acting as the final verification step before declaring success in analytical contexts.

Delivers concise daily summaries of AI news from multiple sources with direct article links, triggered by user queries about AI updates.