Analyst, LLMO

• Data Analysis & Insights

• Perform in-depth analysis of LLMO initiatives to measure effectiveness and identify optimization opportunities

• Develop dashboards and visualizations to present insights to stakeholders

• Generate actionable insights and strategic recommendations

• Support implementation of tracking frameworks and measurement solutions

• Reporting and Deliverables

• Prepare regular and ad-hoc reports covering KPIs, trends, and ROI

• Ensure accuracy, consistency, and timeliness of reporting outputs

• Assist in creating client presentations, case studies, and strategy documents

• Improve reporting methodologies and analytical processes

• Industry Research and Competitive Analysis

• Stay updated on trends in LLMs, generative AI, and AI-driven search platforms

• Conduct industry and category research to improve discoverability in AI environments

• Monitor competitor strategies and benchmark performance

• Recommend content and strategy improvements based on insights

• Technical & Analytical Capabilities

• Analyze cross-platform visibility including AI mentions and search rankings

• Use web analytics tools such as GA4, Adobe Analytics, and Search Console

• Perform sentiment analysis on AI-generated brand mentions

• Utilize reporting tools like Tableau or Looker Studio

• Data Extraction & Processing

• Use APIs and tools like Python or connectors to extract and process data

• Conduct log file analysis to track AI bot activity

• Apply data wrangling techniques for structured analysis

• Advanced Data Analysis

• Use Regex for query segmentation and intent analysis

• Perform natural language clustering and grouping

• Apply sentiment tagging for brand perception tracking

• Use SQL and BigQuery for large-scale data analysis

• Manage and organize datasets using Power Query and database structures