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53

litter robot liner bags

Worth a look

Shows searches that convert (18.9% search→purchase), but a concentrated shelf (top 5 take 77% of clicks) keeps it on the watch list.

Market size 78Growth 20Conversion 99Competition 19Returns 97Price range 70Avg price 88Brand share 27Review moat 60Quality gap 24

Conversion

Incredible18.9%

search→purchase rate — share of searches ending in a sale

Returns

Incredible0.7%

return rate — above 6% kills the launch gate

Avg price

Great$20.01

avg listing price — sweet spot $15–$100

Market size

Great$1.0M

$1.0M/yr · 273K searches

Price range

Good$8.73–$29.39

cheapest to priciest tracked listing — scored on the share inside $15–$100

Review moat

Good1,111.64

avg incumbent reviews — the moat a new listing must climb

Brand share

Okay89%

top-5 brand share — brands hold most of the demand

Quality gap

Bad4.6★

avg incumbent rating — lower means beatable quality

Growth

Bad-11.0%

90-day search growth — must beat 0% to launch

Competition

Bad77%

top-5 click share — a locked-up shelf

Competition

The top 5 products capture 77% of clicks — a locked-up shelf that new listings rarely crack.

Brands

9 falling

Sellers

13

Top-5 brand share

89%

Open market

6%

  • ANWA24%
  • KropBom24%
  • AWoHH18%
  • Whisker16%
  • AMOGOGOPET7%
  • SZEE5%
  • Open — no brand owns it (3 brands, 6%)

Product shelf

Each bubble is one product — market share against review moat; bubble size tracks estimated sales, color grades how beatable the incumbent looks.

0%10%$103K20%$206K30%$309K40%$412K1101001K10K Reviews — right = deep review moat Market share (90d) ≈ est. sales
Beatable (≤4.3★) Contested Strong incumbent (>4.7★)

All 11 tracked products in this niche — three views at once, no toggling.

Demand & seasonality

Weekly Amazon search volume, last 104 weeks — -11.0% search growth over the last 90 days.
7K5KPrime Day '24Spike '24Spike '25Prime Day '25Black Friday '25Spike '26SepDecMarJunAugNovMarMay

Peak months: Jan · busiest ÷ quietest = 1.5×

Reviews

What buyers praise and complain about, mined from review topics.

What buyers love

Size-Overall27%

“Exact size”

Value For Money15%

“much less expensive”

Quality-Overall14%

“Excellent product”

Strength7%

“The bag is strong”

Durability5%

“The material feels durable”

Ease Of Use4%

“Easy to use”

Thickness4%

“really thick”

Ease Of Cleaning4%

“Makes clean up a lot easier”

Advertised Vs Actual Product3%

“As advertised”

Leak-Proof3%

“does not leak”

What buyers complain about

Size-Overall22%

“Too big”

Thickness18%

“The bags are thick”

Quality-Overall7%

“Cheap quality”

Value For Money5%

“theyre like $1 per bag which is ridiculously overpriced”

Strength5%

“Not very strong”

Smell3%

“There is no scent which I wish they had them with a scent like trash bags do”

Ease Of Use3%

“A little bit hard to separate”

Durability2%

“Break easy”

Compatibility-Overall2%

“Does not work with LitterRobot 5”

Functionality-Overall2%

“Doesnt work”

Top return reasons

Size-Overall71%
Compatibility-Overall8%
Advertised Vs Actual Product6%
Value For Money3%
Thin3%
Functionality-Overall2%
Thickness2%
Quality-Overall2%
Defective Material/Parts1%
Durability1%