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Introducing: SafeGraph's Early Closure Signal for POIs

Unlock actionable insights to stay ahead of market changes and competitor closures.

Get early access to future retail closure data

Stay Ahead with Early Closure Insights

Make informed, strategic decisions with early signals identifying retail spaces at risk of closure. These insights empower you to act swiftly, unlocking opportunities in marketing, hiring, and real estate development. 

Leverage actionable data to:

  • Identify pending competitor closures.
  • Pinpoint opportunities in markets experiencing shifting consumer dynamics.
  • Target locations primed for development due to upcoming vacancies.

*All 5 rows were marked closed in the March 2025 SafeGraph Places delivery

Powered by Advanced LLMs for Precision

We apply LLMs throughout the flagging process to ensure only POIs with strong closure signals are surfaced. Delivered as small data, this insight is ready to use—no engineering required. Recent results:

  • Flagged 2,500 closures last year with 2 months’ lead time on average.
  • ~4,500 POIs currently flagged with medium to high confidence of imminent closure.