We used AI to map every water ice stand in New Jersey

An AI agent hunted down New Jersey's water ice and Italian ice stands, read their menu boards from photos, and is now ringing round to confirm flavors and prices, disclosing it's an AI on every call. The result is a free, searchable, county-by-county guide at waterice.ai.

The numbers

• 413 water ice stands indexed across 21 NJ counties
• 111 Rita's locations, plus dozens of independents and regional chains
• The naming map: “Italian ice” (135), “water ice” (29), “ices” (15)
• Most-seen flavor statewide: Cherry
• Cheapest small water ice found: $0.95 at Yellow Brick Road Ice Cream Shop, Brick Township

Story angles

• The Jersey identity piece: "water ice" (South Jersey/Shore) vs "Italian ice" (North/Central) vs "ices" — mapped with data.
• Build-in-public: idea to a live, statewide index in a single weekend, AI doing the legwork.
• AI in the wild: a voice agent politely calling local stands (one-party-consent NJ), part of a field study of conversational AI with unsuspecting humans.
• Hyper-local utility: "water ice near me," by town and county, with flavors and prices.

Get in touch

Interviews, data, or screenshots: [email protected]. Happy to share the full dataset and methodology.

Figures update as the index grows; numbers above are current as of this page build.