STRTGY · Sep 2024
GeoAI Insights
Advanced Visualization of the Competitive Landscape
Overview
Leveraged GPT-4 and GPT Vision for competitor analysis, using chain of thought reasoning and previous examples to extract insights on employee count, building size, and competitor locations. Implemented GIS tools with GeoJSON and ArcGIS Online, overcoming data cleaning challenges to create detailed maps of showroom and retail locations.
Highlights
- 01
Utilized Storymaps in ArcGIS Online for effective visualization, balancing local and cloud-based processing based on analysis requirements.
- 02
Developed gradient-based visualizations using ArcGIS API to highlight competition concentrations across the US, ensuring interpretability through interactive maps.
- 03
Integrated AI-driven analysis with geospatial data, validating accuracy with GPT Vision API, to create a comprehensive competitive landscape view.
Stack
- Geospatial Analysis
- Machine Learning
- Data Visualization
- OpenAI
- GIS
- Social Media Analytics
- Market Analysis
- Strategic Planning
- Decision Support Systems
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