A three-year low-star evidence window
The 27 records run from 2024-01-31 to 2026-07-30 and describe this audited sample only.
LOW-RATING DIAGNOSTIC · DATA THROUGH 2026-07-30
Xiongmao Laile
Wenhua Road Wanda Store
Operations Diagnostic
This report uses 27 complete low-star records: 24 one-star and 3 two-star reviews from 2024-01-31 through 2026-07-30. It is not the full App review population and does not represent the store’s overall negative-review rate.
24 one-star and 3 two-star records
All 27 records are below three stars; the sample average is recalculated from reviews[].
Every audited low-star record is retained
The sample contains 27 unique records, 27 English translations, no empty text, no duplicates and no truncation.
TREND
Annual Low-Rating Structure
Counts describe the 27 audited low-star observations only; all annual values are calculated from reviews[].
EVOLUTION
Three Annual Evidence Stages
The 2024, 2025 and 2026 YTD stages are filtered from review.date and sum to all 27 records.
MANAGEMENT VERDICT
Read each stage as an evidence window, not as a claim about the App’s full review population or a causal operating trend.
DIAGNOSTIC
Issues & Operating Signals
A review may match multiple categories. Counts are review-level matches and cannot be added as unique reviews. Food safety means customer-reported suspected signals only.
Annual Issue Heatmap
Darker cells indicate more review-level matches; scroll horizontally on narrow screens.
PRODUCT
Product Touchpoints in the Sample
Product groups are assigned review by review and aggregated from the 27 source records.
STANDARDIZATION PRIORITY
Stabilize the touchpoints named in low-star reviews
Prioritize self-service replenishment, dessert-counter and tableware hygiene, ingredient quality, portion communication and dining comfort.
EXECUTION
Corrective Priorities & Ownership
Actions follow category counts: service conduct and response first, then rule transparency, seating, product, replenishment, hygiene and environment controls.
EVIDENCE
Review Search
Search all 27 source records by rating, year, issue or keyword. English mode provides the translation and expandable Chinese original.
METHODOLOGY
How to Read These Numbers
- QA confirms 27 raw, unique and complete low-star records: 24 one-star and 3 two-star.
- The sample spans 2024-01-31 to 2026-07-30; relative and yearless 2026 dates were standardized against the 2026-08-03 collection date.
- These 27 records do not represent the App’s complete review population or overall negative-review rate.
- Metrics, years, stages, issues and products are recalculated from reviews[].
- QA excluded anomalous records from an earlier batch that appeared to belong to the MixC One Store; all retained records were confirmed for Wenhua Road Wanda Store.