Hollywood Datasets

— Independent Distressed Venues with Verified Decline — This feed isolates established, high-revenue hospitality venues currently experiencing a sharp, confirmed drop in Transaction Velocity & Customer Sentiment. These are previously high-performing venues that have suddenly entered operational freefall, creating a leading indicator for immediate working capital needs, ownership fatigue, or market-ready distress. Dataset Parameters: - High-Revenue Operations: Confirmed 1,000+ historical reviews (indicating large, established venues with significant overhead). - The 30% Crash: 90-day sentiment and foot-traffic velocity have crashed by 30%+ compared to their 360-day baseline. - No Corporate Safety Net: Strictly independent Food & Beverage locations (zero nationwide chains). - Verified Open: Confirmed "Active Heartbeat" signal within the last 90 days.

--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 100 recently received reviews.

--Distressed Restaurants with Verified Decline-- Established, well-reviewed restaurants now experiencing a sharp and confirmed drop in customer sentiment. These are previously high-performing venues where the 360-day sentiment was strong, but 90-day sentiment has crashed by 25%+. That's a leading indicator of operational trouble, ownership fatigue, or market-ready distress. 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. Each restaurant in this dataset has at least one verified and contactable email address.

Market-wide restaurant data for Hollywood in the Sunshine State with a population of over 153k. This city-level export includes every active restaurant listing filtered by the Restaurants category group, with review analytics and sentiment data. 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.

The "Low Hanging Fruit." They have the budget but need the tech. Restaurants well-established (Beam Score > 70) and performing (sentiments last 30 days > 10 that lack online reservation AND online ordering Ready for technology adoption and modernization.

--Social Platform Gap-- High IG followers (>10k) but near-zero activity on TikTok presence. Perfect for social media and content agencies.

--Social Platform Gap-- High IG followers (>10k) but near-zero activity on TikTok presence. Perfect for social media and content agencies.

--Distressed Restaurants with Verified Decline-- Established, well-reviewed restaurants now experiencing a sharp and confirmed drop in 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 restaurant (no large chains), confirmed active with 100+ total reviews and an "Active Heartbeat" signal within the last 90 days. Each restaurant in this dataset has at least one verified and contactable email address.

--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.

Restaurant census for the Greater Miami metro area including Fort Lauderdale and West Palm Beach. Captures South Florida's vibrant and tourism-driven dining scene, filtered by the Restaurants category group. Features business profiles, review analytics, competitive positioning, and contact data. Refreshed weekly.

--Distressed Restaurants with Verified Decline-- Established, well-reviewed restaurants 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 restaurant (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).