Troy Datasets

Restaurant dataset spanning the Albany-Schenectady-Troy (Metro), New York metropolitan area including Albany, Schenectady, and Troy. Covers a mid-size metropolitan dining market, filtered by the Restaurants category group. Includes verified business profiles, review analytics, competitive rankings, and contact details. Refreshed weekly.

Restaurant intelligence dataset for Troy, Michigan. Filtered by the Restaurants category group, providing business profiles, review counts, contact information, and competitive benchmarks. Refreshed weekly.

Marketing Agency Gold. High-rated restaurants (>4.5 rating) with low to zero social presence (<100 followers OR no social profiles) for social media marketing. Great product, terrible distribution -> Pitch them Growth.

--Reach Independent Inboxes-- Weekly verified, high-deliverability emails. Only for established, independent restaurants (or micro-chains) – large chain enterprises excluded. Weekly email verification and detailed analysis via our proprietary infrastructure. Business activity validated by an "Active Heartbeat" signal.

--Defensible Leaders-- Top 50 ranked high-volume restaurants. Each venue with massive review volume. The safest bets. Uses State Rank to find the absolute biggest players.

--Defensible Leaders-- Top 50 ranked high-volume restaurants. Each venue with massive review volume. The safest bets. Uses State Rank to find the absolute biggest players.

--Breakout Venues with Verified Foot Traffic Momentum-- Established restaurants, multi-unit operators, and franchises currently experiencing a sharp, confirmed spike in transaction volume. Rather than looking at static 5-star ratings, this dataset measures Review Velocity as a direct proxy for real-world foot traffic and revenue growth. These venues have accelerated their 90-day transaction pace by 20%+ compared to their historical 360-day baseline. In a tightening economic market, these are the rare operators actively capturing market share, hitting physical capacity, and outperforming their local competitors. They require immediate expansion capital, equipment financing, and operational scale. Every listing is confirmed active with a minimum baseline of recent foot traffic to eliminate statistical noise.

--Breakout Restaurants with Verified Momentum-- Established, active restaurants currently experiencing a sharp and confirmed spike in customer sentiment. These are previously stable or under-the-radar venues where the historical 360-day sentiment was normal, but recent 90-day sentiment has surged by 20%+. That's a leading indicator of explosive foot-traffic growth, a successful management overhaul, or viral market traction. Every listing is an independent restaurant (no nation-wide chains), confirmed active with 100+ total reviews and an "Active Heartbeat" signal within the last 90 days.

--Distressed Venues with Verified Decline-- Established, well-reviewed restaurants, bars, and cafes now experiencing a sharp and confirmed drop in Transaction Velocity & Customer Sentiment. These are previously high-performing venues where the 360-day sentiment was strong, but 90-day sentiment has crashed by 30%+. That's a leading indicator of operational trouble, ownership fatigue, or market-ready distress. Every listing is an independent hospitality and food & beverage location (no nation-wide chains), confirmed active with 100+ total reviews and an "Active Heartbeat" signal within the last 90 days.

The Startup List. Businesses that registered their website domain < 365 Days ago. They are in the "Setup Phase"—need everything (Payroll, Insurance, SEO).