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Quick Reference
Dataset Overview
- Total Observations: 3,019 company-quarter records
- Companies Covered: 503 S&P 500 entities
- Time Period: Q1 2024 through Q2 2025 (6 quarters)
- Data Source: SEC-filed earnings transcripts via FinancialModelingPrep API
- Analysis Method: Claude Sonnet 3.5 LLM with structured prompts
Key Findings
- Adoption Rate: 64.2% of S&P 500 companies mentioned AI initiatives by Q2 2025
- ROI Mention Rate: 21.4% of AI projects included measurable impact statements
- Best Performing Categories: Code Generation (39.5%), Document Automation (30.3%), Voice AI (29.6%)
- Top Sector by Volume: Financials (214 projects total)
- Top Sector by Success: Utilities (30.1% ROI mention rate)
Data Access
Citation
Magnuson, B. (2025). S&P 500 AI Impact Report: Enterprise AI Adoption Analysis Q1 2024 - Q2 2025.
Retrieved from https://www.bmagnuson.com
Contact
Author: Ben Magnuson
Website: bmagnuson.com
Email: [email protected]