Pilot Configuration
Pilot Phase (Scoped Evaluation)
Up to 12 weeksTypical scope: multi-country, weekly updates, multiple categories
- Real data from real sources
- Live dashboards or export feeds
- Validate scope, refresh cadence, quality
- Fixed price, no ongoing commitment
Most teams start here to validate fit before expanding.
Now, schedule a short call below to confirm scope and start the pilot, or build something new.
or email us at paul@jsonify.co
Data sources are the websites and apps where information will be collected from. These can be changed or expanded at any time. This is turned into data rows.
| id | Product | Rating | ReviewSnippet | Price | Availability | MarketTrend | Source | ||
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| 1 | Choco | N/A | Order-capture AI reduces entry errors; gaps in cut-off handling. | N/A | Endless Aisle with 43,500+ SKUs | N/A |
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| 2 | MarketMan |
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Good partner in doing business; issues with data inaccuracy. | N/A | N/A | N/A |
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| 3 | Pepperi |
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Users praise order management; slow search mentioned. | Custom | N/A | N/A |
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| 4 | Toast POS |
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Easy handhelds, offline mode; clearer update notes needed. | N/A | N/A | N/A |
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| 5 | Lightspeed Restaurant |
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Ease-of-use and support; initial implementation pains. | $59.00 | N/A | N/A |
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| 6 | Oracle MICROS Simphony |
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Listed alternatives: Toast/Aloha Cloud. | N/A | N/A | N/A |
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| 7 | Restaurant365 | N/A | Commissary ordering/reporting praised; bugs noted. | $499/month (Essential) | N/A | N/A |
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| 8 | BlueCart | N/A | Mixed sentiment; 2-year commitment complaints. | N/A | N/A | N/A |
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| 9 | Sysco | 1-star | Failed delivery and driver behavior issues. | N/A | N/A | N/A |
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| 10 | US Foods | 1-star | Delivery delays and shortages are common complaints. | N/A | N/A | N/A |
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| 11 | Restaurant Depot | 1-star | B2B partners warned about service. | N/A | N/A | N/A |
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| 12 | Toast |
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Polarizing feedback; refund/support issues. | N/A | N/A | N/A |
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| 13 | MarketMan |
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AI ordering praised; bugs and support delays noted. | N/A | N/A | N/A |
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| 14 | DoorDash | 1-star | Delivery problems and refund issues abound. | N/A | N/A | N/A |
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| 15 | US Foods CHEF'STORE |
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Bulk meat pricing and coffee syrups highlighted. | $5.59 for large coffee syrup | Click&Carry, 3P delivery | N/A |
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| 16 | Clover POS | N/A | Detailed 2026 price grid by segment. | Full-service Starter $1,699 + $89.95/mo | 36-mo financing options | N/A |
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| 17 | TouchBistro | N/A | Base POS pricing with add-ons. | $69/mo | N/A | N/A |
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| 18 | Toast | N/A | Starter Kit $0; payroll add-on example provided. | $69/mo | N/A | N/A |
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| 19 | Clover | N/A | Tiered pricing echoed. | Standard $2,348 + $109.90/mo | N/A | N/A |
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| 20 | Toast POS | 20.96% market share | Competitor Shopify POS at 47%+ share. | N/A | N/A | N/A |
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| 21 | Restaurant Delivery (US) | N/A | 2025 revenue projected at $39.47B. | N/A | N/A | CAGR 2025–2030 ~1.76% |
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| 22 | Restaurant Delivery (Worldwide) | N/A | 2025 revenue $156.96B. | N/A | N/A | CAGR ~2.06% to 2030 |
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| 23 | MarketMan | N/A | Inventory Control rated 8.8. | N/A | N/A | N/A |
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| 24 | Sysco | N/A | Customer service/escalation issues noted. | N/A | N/A | N/A |
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| 25 | US Foods | N/A | Produce freshness praised. | N/A | N/A | N/A |
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| 26 | DoorDash | N/A | Impacts merchant CX on third-party networks. | N/A | N/A | N/A |
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| 27 | Restaurant365 | N/A | Concerns on bugs and support responsiveness. | Professional $749/month | N/A | N/A |
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| 28 | BlueCart | N/A | Feature responsiveness praised by long-term users. | N/A | N/A | N/A |
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| 29 | Toast POS | N/A | Faster payment flow highlighted. | N/A | N/A | N/A |
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| 30 | Lightspeed Restaurant | N/A | Users cite printing limits. | N/A | N/A | N/A |
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| 31 | Oracle MICROS Simphony | N/A | Enterprise POS with top alternatives noted. | N/A | N/A | N/A |
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| Looking for more? Great news − this is just a small sample. Jsonify production workflows process anywhere from tens of thousands to millions of real data rows per run! | |||||||||
Filters
Total Customer Satisfaction Ratings
Top 5 Products by Customer Satisfaction
Service-Level Feedback Trends
Average Product Performance Score
Service-Level Feedback Ratings by Product
Competitor Product Satisfaction Ratings
Total Service-Level Feedback Entries
Product Performance Rating Distribution
Key Observations on Customer Feedback
Customer Satisfaction Trend Over Time
Detailed Product Reviews from Trustpilot and Yelp
| Source | Product | Rating | Review Count | Date |
|---|---|---|---|---|
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Product A |
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150 | 2026-01-25 |
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Product B |
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85 | 2026-01-30 |
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Product C |
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200 | 2026-01-15 |
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Product D |
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120 | 2026-02-01 |
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Product E |
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300 | 2026-01-20 |
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Product F |
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90 | 2026-01-28 |
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Competitor A |
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75 | 2026-01-18 |
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Competitor B |
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110 | 2026-02-05 |
Comparative Performance of Competitor Products
| Source | Product | Customer Satisfaction (%) | Average Rating | Number of Reviews |
|---|---|---|---|---|
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Competitor A | 85 |
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120 |
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Competitor B | 78 |
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98 |
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Competitor C | 90 |
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150 |
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Competitor D | 75 |
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80 |
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Your Product | 88 |
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200 |
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Competitor E | 82 |
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110 |
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