A four-year low-star evidence window
The 49 records run from 2023-09-27 to 2026-03-11 and describe this audited sample only.
LOW-RATING DIAGNOSTIC · DATA THROUGH 2026-03-11
Xiongmao Laile
Huanggu MixC Store
Operations Diagnostic
This report uses 49 complete low-star records: 34 one-star and 15 two-star reviews from 2023-09-27 through 2026-03-11. It is not the full App review population and does not represent the store’s overall negative-review rate.
34 one-star and 15 two-star records
All 49 records are below three stars; the sample average of 1.306122449 is recalculated from reviews[].
Every audited low-star record is retained
The sample contains 49 unique Chinese originals and English translations, with complete issue and product tags and no truncation.
TREND
Annual Low-Rating Structure
Counts describe the 49 audited low-star observations only; all annual values are calculated from reviews[].
EVOLUTION
Three Evidence Stages
The 2023, 2024 and 2025–2026 stages are filtered from review.date and sum to all 49 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, including children’s meals and group-buy set meals, are assigned review by review and aggregated from reviews[].
STANDARDIZATION PRIORITY
Stabilize the touchpoints named in low-star reviews
Prioritize tableware and condiment hygiene, desserts and drinks, broth consistency, meat quality, refill availability, set-meal disclosure and children’s-meal delivery.
EXECUTION
Corrective Priorities & Ownership
Actions follow actual category counts: service response, service attitude, food quality, customer-reported suspected food-safety signals, product availability and hygiene first.
EVIDENCE
Review Search
Search all 49 source records by rating, year, issue or Chinese/English keyword. English mode provides the translation and expandable Chinese original.
METHODOLOGY
How to Read These Numbers
- QA confirms 49 raw, unique and complete low-star records: 34 one-star and 15 two-star.
- The sample spans 2023-09-27 to 2026-03-11; annual counts are 20, 20, 6 and 3.
- These 49 records do not represent the App’s complete review population or overall negative-review rate.
- Metrics, years, stages, issues, heatmap values and products are recalculated from reviews[].
- Food-safety references are customer-reported suspected signals requiring investigation, not confirmed incidents.