I want to get continuous structured data on customer satisfaction scores, emerging service issues, and competitor dining experience innovations from global customer review platforms and food service industry blogs.
Unlock actionable insights on customer satisfaction and service trends — streamlined data collection from global review platforms
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Goal
I want to get continuous structured data on customer satisfaction scores, emerging service issues, and competitor dining experience innovations from global customer review platforms and food service industry blogs.
Source coverage
- yelp.com
- tripadvisor.com
- zagat.com
- openrice.com
- g2.com
- foodandwine.com
- restaurantdive.com
- qsrmagazine.com
- consumerreports.org
- businessinsider.com
- grubhub.com
- ubereats.com
Sample data
Illustrative sample data from the original configuration, not live or verified results.
| id | Source | Restaurant | Item | Price | Category | Available | Delivery Time | Rating | Reviews | Last Updated | Emerging Issue |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | yelp.com | The Copper Spoon | Truffle Mushroom Risotto | $22.00 | Entrée | Yes | N/A | 4.2 | 142 | 2026-02-03 | Delayed table turnover causing longer waits |
| 2 | tripadvisor.com | Bayview Bistro | Seared Scallops | $28.50 | Entrée | Yes | N/A | 4.5 | 398 | 2026-02-02 | Inconsistent portion sizes reported |
| 3 | zagat.com | La Petite Table | Duck Confit | $34.00 | Entrée | Limited | N/A | 4.7 | 87 | 2026-02-01 | Menu items rotated frequently, confusing regulars |
| 4 | openrice.com | Dragon Noodle House | Spicy Beef Noodles | HK$78 | Noodles | Yes | 25-35 min | 4.0 | 621 | 2026-02-03 | Spice level inconsistent across orders |
| 5 | g2.com | OrderEase (aggregator) | Subscription - Priority Delivery | $9.99/mo | Service | Yes | N/A | 3.8 | 56 | 2026-02-02 | Unclear refund policy for failed deliveries |
| 6 | foodandwine.com | Herb & Hearth | Seasonal Tasting Menu (5 courses) | $95.00 | Tasting Menu | Limited | N/A | 4.6 | 29 | 2026-02-04 | Difficulty sourcing heirloom produce affecting menu |
| 7 | restaurantdive.com | QuickBite (chain) | Crispy Chicken Sandwich | $6.49 | Sandwich | Yes | 15-20 min | 3.9 | 1100 | 2026-02-04 | Supply chain causing temporary bun substitution |
| 8 | qsrmagazine.com | Fuel & Fry | Plant Burger | $7.99 | Burger | Yes | 12-18 min | 4.1 | 230 | 2026-02-03 | Customers report drier texture than expected |
| 9 | consumerreports.org | Neighborhood Deli | Smoked Turkey Sandwich | $8.50 | Sandwich | Yes | 20-30 min | 4.0 | 48 | 2026-02-02 | Cross-contamination concerns for allergy sufferers |
| 10 | businessinsider.com | Sunset Rooftop | Citrus Prawn Salad | $18.00 | Salad | Yes | N/A | 4.3 | 64 | 2026-02-04 | Rising prices affecting perceived value |
| 11 | grubhub.com | Mama Rosa's Pizzeria | Margherita Pizza (Large) | $14.99 | Pizza | Yes | 30-40 min | 4.5 | 320 | 2026-02-03 | Longer delivery times during dinner rush |
| 12 | ubereats.com | Taco Central | Double Carne Asada Taco | $4.50 | Taco | Yes | 18-28 min | 4.4 | 189 | 2026-02-04 | Tortillas arriving soggy in some orders |
| 13 | yelp.com | Green Fork Café | Avocado Toast | $11.00 | Brunch | Yes | N/A | 4.0 | 212 | 2026-02-02 | Portion shrinkage compared to menu photos |
| 14 | tripadvisor.com | Harbor Lantern | Lobster Roll | $29.00 | Seafood | Limited | N/A | 4.6 | 503 | 2026-02-01 | Price sensitivity from tourists noted |
| 15 | zagat.com | Grain & Grit | House Sourdough Loaf | $6.50 | Bakery | Yes | N/A | 4.8 | 74 | 2026-02-03 | Short morning supply causing sellouts |
| 16 | openrice.com | Sea Breeze Dim Sum | Har Gow (3 pcs) | HK$48 | Dim Sum | Yes | N/A | 4.2 | 412 | 2026-02-04 | Steamer stockouts during weekend brunch |
| 17 | g2.com | TableTrack (software) | Reservation + Waitlist Module | $199/mo | SaaS | Yes | N/A | 4.0 | 18 | 2026-02-02 | Integration issues with legacy POS systems |
| 18 | foodandwine.com | Field & Fable | Charred Octopus | $26.00 | Entrée | Yes | N/A | 4.4 | 90 | 2026-02-04 | Sourcing sustainable octopus limiting availability |
| 19 | restaurantdive.com | Express Curry | Chicken Tikka Bowl | $9.50 | Bowl | Yes | 20-30 min | 4.1 | 140 | 2026-02-03 | Packaging leakage reported in delivery |
| 20 | qsrmagazine.com | ShakeWave | Mango Freeze | $3.49 | Beverage | Yes | 10-15 min | 3.7 | 76 | 2026-02-01 | Machine maintenance leading to inconsistent texture |
| 21 | consumerreports.org | Family Grill | Kids' Chicken Fingers (4 pcs) | $5.99 | Kids Menu | Yes | N/A | 3.9 | 33 | 2026-02-02 | Nutritional info unclear on mobile ordering |
| 22 | businessinsider.com | NextGen Dining Lab | Robotic Server Showcase Menu | $55.00 | Experience | Limited | N/A | 4.0 | 12 | 2026-02-03 | Technical hiccups causing service delays |
| 23 | grubhub.com | Dumpling Depot | Pork Xiao Long Bao (8 pcs) | $12.99 | Dim Sum | Yes | 25-35 min | 4.3 | 410 | 2026-02-04 | Some orders arriving cooler than expected |
| 24 | ubereats.com | Seoul Street | Korean Fried Chicken (Half) | $15.00 | Chicken | Yes | 20-30 min | 4.6 | 520 | 2026-02-03 | Sauce occasionally underapplied |
| 25 | yelp.com | Baker's Alley | Cinnamon Cardamom Roll | $3.75 | Pastry | Yes | N/A | 4.7 | 289 | 2026-02-04 | Long lines causing pickup delays |
| 26 | tripadvisor.com | The Greenhouse | Vegan Buddha Bowl | $13.50 | Vegan | Yes | N/A | 4.2 | 210 | 2026-02-02 | Protein portions inconsistent for vegan customers |
| 27 | zagat.com | Old Harbor Smokehouse | Smoked Brisket Plate | $21.00 | BBQ | Limited | N/A | 4.5 | 158 | 2026-02-01 | Longer prep times due to increased demand |
| 28 | openrice.com | Midtown Sushi Bar | Omakase (10 pcs) | HK$580 | Sushi | Limited | N/A | 4.9 | 38 | 2026-02-04 | Reservation system glitches double-booking seats |
| 29 | foodandwine.com | Cedar & Coal | Charcoal-Grilled Lamb Chops | $32.00 | Entrée | Yes | N/A | 4.6 | 76 | 2026-02-03 | Guest feedback on inconsistent doneness levels |
| 30 | restaurantdive.com | Cafe Connect | Contactless Ordering Setup | $499 (one-time) | Technology | Yes | N/A | 4.1 | 9 | 2026-02-02 | Staff training gaps reducing adoption rate |
Insights and analytics
- Current Customer Satisfaction Score (metric)
- Customer Satisfaction Score Trend (line)
- Customer Feedback Distribution - Positive vs Negative (donut)
- Top 5 Emerging Service Issues (horizontal_bar)
- Recent Customer Reviews from Yelp (table)
- Key Customer Satisfaction Insights (insights)
- Competitor Satisfaction Score Comparison (bar)
- Volume of Reviews by Source Over Time (area)
- Competitor Innovations Breakdown (pie)
- Latest Dining Innovations from Food Blogs (table)
- Total Reviews Analyzed (metric)
- Emerging Trends in Customer Experience (insights)
Change notifications
- Emerging Service Issue — reported frequently on Yelp yelp.com
- New Dining Innovation — highlighted in Food & Wine foodandwine.com
- Customer Rating Update — rating changed to 4.5 stars tripadvisor.com
- New Competitor Venue Detected — just opened in your area g2.com
- Item Availability Change — Grubhub now offers express delivery grubhub.com
Integrations and delivery
- api
- powerbi
- webhooks
- excel
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