Advan Research

Advan supplies one of the longest, best-documented location datasets in the market. Its panel of about 45 million US and 20 million international devices, combined with more than 40 billion card transactions, covers over 2,000 public companies with daily updates and history back to 2015, including point-in-time store openings and closings. Data dictionaries are public and versioned, and the data is widely used by academics, central banks and the financial press. Acquisitions of SafeGraph's Patterns business (2022) and Real Estate Intelligence (2024) extended its reach into real estate.

Against this framework, Advan has not yet moved into AI. We did not locate a generative AI product, an MCP connection, Excel delivery or Snowflake delivery, and the last product release we found was in November 2024. Enterprise evidence is limited to a SOC 2 badge on the website; SSO, audit logging and data-governance terms were not located, and sensitive-location handling is not documented in a sector that regulators have scrutinised. Pricing is not published and no funding has been disclosed.

We initiate at 5.14, Niche/Watch, with a Stable outlook. Data & Content, at 6.92, matches the highest in the segment; AI & Technology (4.00) and Enterprise Readiness (4.36) are the weakest. An AI-ready delivery channel and documented assurance would move the score most.

Strengths

• History. Daily data back to 2015, long enough to test signals across several cycles, with point-in-time store openings and closings.
• Ticker coverage. More than 2,000 public companies mapped from manually geofenced locations.
• Documentation. Public, versioned data dictionaries, unusual among location-data providers.
• Independent use. Heavy use in academic and policy research, including NBER, Nature and central-bank work.
• Distribution. Available through Exabel, Dewey and Cherre as well as direct feeds.
• Flexible packaging. Dashboards plus data, or data only through Patterns+.

Cautions

• AI. We did not locate a generative AI product or plans for one.
• AI-ready delivery. No MCP connection, Excel add-in or Snowflake delivery was located.
• Assurance. A SOC 2 badge appears on the website, but we did not locate the report type, SSO or audit-logging documentation.
• Location-data sensitivity. Opt-in and privacy-law compliance are stated; buyers should review sensitive-location exclusion and consent chains.
• Momentum. The last product release located was November 2024.
• Scale. No funding or headcount disclosed.
• Pricing. Not published; no trial located.