Task #92 | Generated: 2026-10-20 05:57 UTC | Data updated: 2026-10-28 02:35 UTC | 2 Products Analyzed
| Data Source | Amazon.com (US) Verified Customer Reviews |
| Analysis Period | 2024-10 – 2026-09 (24 months) |
| Products Analyzed | 2 products · 347 total reviews |
| Analysis By | Choicesages.com |
| Report Purpose | Guide private-label sellers (operations/marketing/product) and engineers (hardware/software/reliability) to improve existing products and define next-generation products |
Auxmir: 31 of 75 negative reviews (41%) point at the same thing — Other issues. “no alumbra bien se descarga muy rápido”
G Keni: 19 of 45 negative reviews (42%) point at the same thing — Premature failure. “stopped working completely after 3 months”
The platform score hides this. At 4.4 / 4.5 vs 4.4 / 4.5, one should spend its budget on Other, the other on Failure — spend it the wrong way and the next generation stays at 4.4 / 4.5.
|
363
reviews analyzed one by one
2 competitors · 26-month window
|
4.4 / 4.5/5
Platform rating
As shown on the listing
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3.31
Sample recalc. average
recalculated from 363 reviews, 1.09 below the platform score
|
|
120
1-2★ negative reviews (33.1% of sample)
All grouped by physical cause rules
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41%
Auxmir complaint concentration
31/75 point at "Other"
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42%
G Keni complaint concentration
19/45 point at "Failure"
|
"Other" shows up in only 12 of G Keni's complaints (27%), and "Failure" in only 18 of Auxmir's (24%). The two products fail at different links — the improvement budget should not go to the same place.
5 of G Keni's 26 3★ reviews mention "Failure" (keyword tagging, auxiliary) — it is both a grumble and a low-score driver; fixing it helps rating and word of mouth.
False-advertising / not-as-described wording appears in 1-2★ reviews (Auxmir 1, G Keni 2). This is the cheapest fix of all — revising the copy alone can move the needle. Typical wording: "this lamp works as advertised, but i didn't realize how small it was! not suitable for the purpose i had in mind."
| Physical cause | Auxmir (75 reviews) | G Keni (45 reviews) | ||||||
|---|---|---|---|---|---|---|---|---|
| Premature failure |
|
18 · 24% |
|
19 · 42% | ||||
| Battery & charging |
|
18 · 24% |
|
10 · 22% | ||||
| Build & design |
|
8 · 11% |
|
3 · 7% | ||||
| Sound quality | 0 · 0% |
|
1 · 2% | |||||
| Other issues |
|
31 · 41% |
|
12 · 27% | ||||
| Top-2 pain points combined | 49 · 65% | 31 · 69% | ||||||
| Product | Problems removed | Reviews affected | Sample average | Negative rate |
|---|---|---|---|---|
| Auxmir | Other + Failure | 49 | 2.86 → 3.72 | 41.9% → 14.5% |
| G Keni | Failure + Other | 31 | 3.75 → 4.24 | 24.5% → 7.6% |
| Product | Data Collected | Review Period | Total Reviews | Negative (1-2*) |
|---|---|---|---|---|
| B0D3L5856Q | 2026-10-20 05:56 UTC | 2024-11 ~ 2026-08 | 176 | 26.6% |
| B07YB1LQDS | 2026-10-20 05:56 UTC | 2024-10 ~ 2026-09 | 171 | 26.3% |
| Product | Brand | Price | Reviews | Rating | Negative (1-2*) | Top Pain Point | Target User (Inferred) |
|---|---|---|---|---|---|---|---|
| B0D3L5856Q | Auxmir | $13.99 | 176 | 3.6 * | 26.6% | stopped working after a few months | Budget price segment |
| B07YB1LQDS | G Keni | $15.29 | 171 | 3.7 * | 26.3% | turns off by itself | Budget price segment |
| 5* | 68 |
|
48.9% | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 4* | 11 |
|
7.9% | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 3* | 23 |
|
16.5% | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 2* | 11 |
|
7.9% | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 1* | 26 |
|
18.7% |
Negative (1-2*): 26.6%
Interpretation: Relatively balanced distribution with mixed positive and negative feedback.
| 5* | 91 |
|
53.2% | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 4* | 16 |
|
9.4% | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 3* | 19 |
|
11.1% | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 2* | 19 |
|
11.1% | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 1* | 26 |
|
15.2% |
Negative (1-2*): 26.3%
Interpretation: Relatively balanced distribution with mixed positive and negative feedback.
(Ratio = mentions of this pain point ÷ all pain-point mentions for that product, including long-tail items not shown)
Denominators (all pain-point mentions): A 50 / B 82
(Left = total mentions of all issues in this group; right = number of negative reviews for that product. One review may mention several issues, so mentions can exceed the review count.)
| Pain Group Summary | Product A | Product B | Mentions / Negative Reviews (Product A) | Mentions / Negative Reviews (Product B) |
|---|---|---|---|---|
| Reliability (3 items) | 12 (24%) | 27 (32.9%) | 12 / 47 | 27 / 45 |
| Battery & Charging (3 items) | 16 (32%) | 18 (22%) | 16 / 47 | 18 / 45 |
| Controls (2 items) | 10 (20%) | 7 (8.5%) | 10 / 47 | 7 / 45 |
| Light Output (3 items) | 3 (6%) | 16 (19.5%) | 3 / 47 | 16 / 45 |
| Other / Long-Tail (5 items) | 4 (8%) | 6 (7.3%) | 4 / 47 | 6 / 45 |
| Product Accuracy (1 items) | — | 3 (3.7%) | 0 / 47 | 3 / 45 |
| Pain Point Category | Product A | Product B |
|---|---|---|
| stopped working after a few months | 11 (22%) | 8 (9.8%) |
| turns off by itself | 1 (2%) | 16 (19.5%) |
| battery doesn't last long | 5 (10%) | 12 (14.6%) |
| charging port broke | 7 (14%) | 1 (1.2%) |
| light is too dim | 3 (6%) | 10 (12.2%) |
| touch controls are unresponsive | 5 (10%) | 6 (7.3%) |
| buttons hard to press | 5 (10%) | 1 (1.2%) |
| won't charge | 4 (8%) | 5 (6.1%) |
| No remote included | 2 (4%) | — |
| remote stopped working | 2 (4%) | — |
| light flickers | — | 3 (3.7%) |
| light is too daylight/cool white | — | 3 (3.7%) |
| Not warm or amber as advertised | — | 3 (3.7%) |
| product description says USB-C but it's micro USB | — | 3 (3.7%) |
| Too small | — | 2 (2.4%) |
| Missing charging cord | — | 2 (2.4%) |
| warranty claim process not found | — | 2 (2.4%) |
Typical User Quote (Product A):
Typical User Quote (Product A):
Typical User Quote (Product B):
Typical User Quote (Product B):
(Ratio = reviews mentioning this strength ÷ total strength mentions for that product)
| Strength | Mentions | Ratio | Type | Quote |
|---|---|---|---|---|
| Long Battery Life | 28 | 14.7% | feature | the battery lasts a long time and the intensity of the light is perfect for diaper changes and keeping it on all night |
| Multiple Color Options | 26 | 13.7% | feature | there are multiple colors to choose from and i believe 4 or 5 different brightness level choices |
| Adjustable Brightness | 22 | 11.6% | feature | i really like how you can dim or brighten the light based on your preference |
| Easy to Use | 20 | 10.5% | experience | great little light, easy to use, perfect night light |
| Perfect for Nighttime Baby Care | 19 | 10% | experience | it's especially helpful at night for feeding and changing the baby |
| Portable and Lightweight | 14 | 7.4% | feature | it's very easy to take anywhere. the size makes it easy to fit in a bag or carry |
| Great Value for Price | 13 | 6.8% | value | super good quality for the price! i have only charged it once and it's still doing good a few months in |
| Soothing/Calming Light | 11 | 5.8% | experience | incredible at night in this dim white yellow light . so soothing |
| Timer Function | 8 | 4.2% | feature | it also has a timer, which is a nice bonus |
| Cute Design | 7 | 3.7% | feature | these night lights are like little lanterns. very cute |
| Touch Control | 6 | 3.2% | feature | easy to turn on and off with a touch |
| USB-C Rechargeable | 5 | 2.6% | feature | there are surprisingly few usb c rechargeable lamps, and this one is solid |
| Versatile Use | 5 | 2.6% | experience | this is a great little light and has come in handy for so many situations |
| Excellent Customer Service | 3 | 1.6% | service | the company contacted me to make it right. they definitely did. wonderful customer service |
| Fast Charging | 3 | 1.6% | feature | full charge in about an hour and runs for a few nights before needing a charge |
Typical Positive Review:
| Strength | Mentions | Ratio | Type | Quote |
|---|---|---|---|---|
| Dimmable / Adjustable Brightness | 45 | 14% | feature | love how adjustable the lighting is. perfect for nursery or bedroom and pumping/breast feeding in the middle of the night |
| Soft / Warm Light | 38 | 11.8% | experience | it's a soft light for middle of the night feeds or diaper changes without fully waking everyone up or even the baby |
| Long Battery Life | 36 | 11.2% | feature | charge lasts a loooong time! |
| Easy to Use / Touch Control | 33 | 10.3% | experience | very easy to use. just touch the top to change the levels |
| Great for Nighttime Feeding / Diaper Changes | 28 | 8.7% | experience | great for late night breastfeeding mamas. just bright enough and easy to use |
| Portable / Travel Friendly | 25 | 7.8% | feature | we travel with them and use them on our nightstands, kitchen, bathroom and closet |
| Good Value for Money | 18 | 5.6% | value | for the money, it worth it |
| Durable / Long-Lasting | 16 | 5% | experience | it has been going strong for a year |
| Rechargeable / USB Charging | 15 | 4.7% | feature | i like that it's rechargeable. it does not take alot of time to recharge |
| Simple Design / No Unnecessary Features | 14 | 4.4% | feature | nice and simple. short press for on/off. long press to adjust the light |
| Compact Size | 13 | 4% | feature | don't let the size fool you it's small but does get the job done |
| Warm Color Temperature | 12 | 3.7% | feature | finally a warm white night light. you can seen the warm color compared to this cat lamp |
| Multiple Uses Beyond Nursery | 10 | 3.1% | experience | it can also be a bedside light, a light source for when the power goes out |
| No Flickering / Stable Light | 7 | 2.2% | experience | they don't flicker or have an obnoxiously bright light |
| Great for Hospital Bag | 6 | 1.9% | experience | i brought them to the hospital and it was great for finding my way to the bathroom or checking on baby |
| Quiet Operation | 3 | 0.9% | experience | make zero noise |
| Warranty / Customer Service | 2 | 0.6% | service | they actually stand by their warranty! after a little over a year, the usb plug became erratic and wouldn't charge like it should. they honored their warranty and replaced the light |
Typical Positive Review:
| Product | Battery & Charging | Reliability | Light Output | Controls | Product Accuracy | Overall | Key Factors |
|---|---|---|---|---|---|---|---|
| A | 2 | 2 | 4 | 3 | 3 | 2.8 / 10 | Best: Light Output; Worst: Battery & Charging |
| B | 2 | 3 | 4 | 3 | 2 | 2.8 / 10 | Best: Light Output; Worst: Battery & Charging |
| Product | Top Strengths | Key Weaknesses |
|---|---|---|
| A B0D3L5856Q |
• Long Battery Life 28 mentions • Multiple Color Options 26 mentions • Adjustable Brightness 22 mentions |
• stopped working after a few months (11) • charging port broke (7) • battery doesn't last long (5) |
| B B07YB1LQDS |
• Dimmable / Adjustable Brightness 45 mentions • Soft / Warm Light 38 mentions • Long Battery Life 36 mentions |
• turns off by itself (16) • battery doesn't last long (12) • light is too dim (10) |
| • Both products offer long battery life, with 28 and 36 mentions respectively, making this a key selling point. |
| • Adjustable brightness and dimmable features are highly valued, with 22 and 45 mentions, indicating strong demand for customizable lighting. |
| • Portability and lightweight design are frequently praised, with 14 and 25 mentions, showing versatility for travel and multiple rooms. |
| • Soft, warm light is a major strength, with 11 and 38 mentions, appealing to parents for nighttime baby care without disturbing sleep. |
| • Both products are considered good value for money, with 13 and 18 mentions, indicating competitive pricing is well received. |
| • Touch control and ease of use are highlighted positively, with 6 and 33 mentions, though some issues exist, the feature is generally appreciated. |
| • Durability is a major concern, with frequent reports of lights stopping working after a few weeks or months across both products. |
| • Charging port fragility is a recurring issue, with 7 and 1 mentions of ports breaking or falling inside the unit. |
| • Battery degradation over time is a common complaint, with users reporting reduced capacity and failure to hold a charge. |
| • Touch controls are often unresponsive or overly sensitive, causing accidental activation or difficulty turning the light on and off. |
| • Some users find the light too dim or not bright enough for nursery use, with 10 and 2 mentions respectively. |
| • Color temperature mismatch is a problem, with several reviews noting the light is cool white instead of the advertised warm amber. |
| • Improve charging port durability with stronger glue or reinforced design to address the most common hardware failure. |
| • Offer a memory function to remember the last brightness and color setting, addressing user frustration with unintentional color cycling. |
| • Provide visible, tactile buttons or backlit controls to improve usability in the dark, a frequent complaint. |
| • Ensure accurate product descriptions regarding color temperature and charging port type to reduce returns and negative reviews. |
| • Extend warranty support and make the claim process easier to find, as some users struggled to locate warranty information. |
| • Consider adding a low-battery indicator or auto-shutoff feature to prevent unexpected power loss during nighttime use. |
| • High return rates due to early product failure could damage brand reputation and increase costs. |
| • Competitors offering more reliable charging ports and longer-lasting batteries could capture market share. |
| • Negative reviews about durability and touch controls may deter potential buyers despite positive aspects. |
| • Inconsistent product quality between batches, as noted by users who bought multiple units, poses a risk to customer trust. |
| • Misleading product images and descriptions regarding color temperature and size could lead to customer dissatisfaction and returns. |
| • The presence of cheaper alternatives with similar features may pressure pricing and reduce perceived value. |
| Product | Controls | Reliability | Light Output | Product Accuracy | Battery & Charging |
|---|---|---|---|---|---|
| B07YB1LQDS | 3 | 3 | 4 | 2 | 2 |
| B0D3L5856Q | 3 | 2 | 4 | 3 | 2 |
| Month | Review Count | Negative Ratio | Trend |
|---|---|---|---|
| 2024-11 | 1 (small sample, ignored) | — | — |
| 2025-01 | 5 | 0% | ↑ improving |
| 2025-02 | 4 (small sample, ignored) | — | — |
| 2025-03 | 10 | 0% | ↑ improving |
| 2025-04 | 4 (small sample, ignored) | — | — |
| 2025-05 | 6 | 50% | → stable |
| 2025-06 | 5 | 60% | ↓ worsening |
| 2025-07 | 14 | 21.4% | ↑ improving |
| 2025-08 | 8 | 12.5% | ↑ improving |
| 2025-09 | 6 | 16.7% | → stable |
| 2025-10 | 8 | 37.5% | ↓ worsening |
| 2025-11 | 11 | 18.2% | ↑ improving |
| 2025-12 | 16 | 6.3% | ↑ improving |
| 2026-01 | 12 | 8.3% | → stable |
| 2026-02 | 11 | 27.3% | ↓ worsening |
| 2026-03 | 8 | 37.5% | ↓ worsening |
| 2026-04 | 13 | 7.7% | ↑ improving |
| 2026-05 | 8 | 25% | ↓ worsening |
| 2026-06 | 10 | 30% | → stable |
| 2026-07 | 10 | 10% | ↑ improving |
| 2026-08 | 6 | 16.7% | ↓ worsening |
Conclusion: Recent 3-month avg negative ratio (2026-06 ~ 2026-08): 18.9%, Latest month 2026-08: 16.7% (-2.2pt, Trend is improving) (Some months have <5 reviews, excluded from ratio and trend calculation)
| Month | Review Count | Negative Ratio | Trend |
|---|---|---|---|
| 2024-10 | 1 (small sample, ignored) | — | — |
| 2024-12 | 1 (small sample, ignored) | — | — |
| 2025-02 | 1 (small sample, ignored) | — | — |
| 2025-03 | 1 (small sample, ignored) | — | — |
| 2025-04 | 7 | 57.1% | ↑ improving |
| 2025-05 | 1 (small sample, ignored) | — | — |
| 2025-06 | 2 (small sample, ignored) | — | — |
| 2025-07 | 3 (small sample, ignored) | — | — |
| 2025-08 | 3 (small sample, ignored) | — | — |
| 2025-09 | 8 | 37.5% | → stable |
| 2025-10 | 6 | 16.7% | ↑ improving |
| 2025-11 | 8 | 37.5% | ↓ worsening |
| 2025-12 | 7 | 28.6% | ↑ improving |
| 2026-01 | 14 | 7.1% | ↑ improving |
| 2026-02 | 23 | 17.4% | ↓ worsening |
| 2026-03 | 21 | 19% | → stable |
| 2026-04 | 18 | 27.8% | ↓ worsening |
| 2026-05 | 12 | 16.7% | ↑ improving |
| 2026-06 | 6 | 50% | ↓ worsening |
| 2026-07 | 8 | 12.5% | ↑ improving |
| 2026-08 | 9 | 44.4% | ↓ worsening |
| 2026-09 | 11 | 45.5% | → stable |
Conclusion: Recent 3-month avg negative ratio (2026-07 ~ 2026-09): 34.1%, Latest month 2026-09: 45.5% (+11.4pt, Trend is worsening) (Some months have <5 reviews, excluded from ratio and trend calculation)
Users are most satisfied with: easy to use, battery lasts long, perfect — these are core marketing keywords.
Users are most satisfied with: dimmable, easy to use, perfect — these are core marketing keywords.
| Product | Return Mentions | Est. Monthly Loss (assuming 1,000 units/month) | Top Reasons (Top 2) |
|---|---|---|---|
| B0D3L5856Q | 13 / 176 (7.39%) | $1,034 | Product stopped working or malfunctioned 6/13 (46.2%); Charging port or charger broke 3/13 (23.1%) |
| B07YB1LQDS | 11 / 171 (6.43%) | $983 | Stops working / short lifespan 6/17 (35.3%); Turns off by itself / won't stay on 4/17 (23.5%) |
Note: Actual return rate is typically higher than review mention rate (many users return without leaving reviews); the above is a conservative lower bound. The reason breakdown uses return mentions with a stated reason as its denominator, which differs from the return-mention count on the left (one mention may carry several reasons). Estimated monthly loss uses the unrounded return ratio.
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