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Worst Offenders

Brands with the lowest trust scores

Brands showing high affiliate spam, LLM-generated content, or coordination signals. Trust scores analyze comment authenticity, author diversity, and promotional patterns.

1,258 brands shown
Min 20+ comments

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See the full brand directory with trust scores

Lowest Trust Brands

1
TinecoD
26 comments7 productsTrust: 46/100
vacuum-cleaners
High affiliate rate: 15.4%Low diversity: 1 subreddit
2
InstantD
491 comments12 productsTrust: 47/100
air-fryers
High affiliate rate: 6.7%Low diversity: 1 subreddit
3
VornadoD
68 comments4 productsTrust: 47/100
humidifiers
High affiliate rate: 7.3%Low diversity: 1 subreddit
4
CarawayD
62 comments3 productsTrust: 48/100
cookware
High affiliate rate: 6.5%Low diversity: 1 subreddit
5
ChefmanD
32 comments7 productsTrust: 48/100
air-fryerspizza-ovens
High affiliate rate: 12.5%Low diversity: 2 subreddits
6
NuWaveD
27 comments2 productsTrust: 50/100
air-fryersair-purifiers
High affiliate rate: 7.4%Low diversity: 2 subreddits
7
GigabyteD
416 comments19 productsTrust: 52/100
gaming-laptopslaptopsmonitors
High affiliate rate: 5.3%Low diversity: 1 subreddit
8
COSORID
20 comments2 productsTrust: 54/100
pour-over-gear
Low diversity: 1 subreddit
9
ZwillingD
42 comments8 productsTrust: 55/100
chef-knivescookware
Low diversity: 1 subreddit
10
SynergeeC-
23 comments4 productsTrust: 56/100
home-gym-equipmentsquat-racksweight-benches
Low diversity: 1 subreddit
11
AprilaireC-
23 comments6 productsTrust: 56/100
humidifiers
Low diversity: 1 subreddit
12
EcovacsC-
449 comments17 productsTrust: 57/100
robot-vacuums
Low diversity: 1 subreddit
13
OrdinaryC-
48 comments13 productsTrust: 57/100
makeup-productsskincare-products
Low diversity: 1 subreddit
14
GreaterC-
102 comments3 productsTrust: 57/100
cast-ironpour-over-gear
Low diversity: 2 subreddits
15
LiformeC-
124 comments2 productsTrust: 57/100
foam-rollersgym-flooring
Low diversity: 2 subreddits
16
RexingC-
106 comments6 productsTrust: 58/100
dash-cams
Low diversity: 1 subreddit
17
AlpsC-
26 comments6 productsTrust: 58/100
tents
Low diversity: 1 subreddit
18
VortexC-
26 comments1 productsTrust: 59/100
mechanical-keyboards
Low diversity: 1 subreddit
19
TozoC-
322 comments6 productsTrust: 59/100
earbuds
Low diversity: 1 subreddit
20
AIRCAREC-
59 comments5 productsTrust: 60/100
humidifiers
Low diversity: 1 subreddit
21
T-falC-
24 comments3 productsTrust: 60/100
air-fryerscookware
Low diversity: 2 subreddits
22
MedifyC-
197 comments7 productsTrust: 60/100
air-purifiers
Low diversity: 1 subreddit
23
CosoriC-
607 comments10 productsTrust: 60/100
air-fryers
Low diversity: 1 subreddit
24
BumbleC
30 comments3 productsTrust: 60/100
curly-hair-products
Low diversity: 1 subreddit
25
FishC
67 comments1 productsTrust: 61/100
pour-over-gear
Low diversity: 1 subreddit
26
SoundpeatsC
1,365 comments11 productsTrust: 61/100
earbuds
Low diversity: 1 subreddit
27
NinjaC
995 comments18 productsTrust: 61/100
air-fryerscoffee-equipmentpizza-ovens
Low diversity: 2 subreddits
28
Yes4AllC
36 comments2 productsTrust: 61/100
gym-flooringhome-gym-equipment
Low diversity: 1 subreddit
29
DellC
564 comments40 productsTrust: 62/100
gaming-laptopslaptopsmonitors+1 more
Low diversity: 1 subreddit
30
HeritageC
71 comments3 productsTrust: 62/100
cookware
Low diversity: 1 subreddit

How Brand Trust Scores Work

Trust scores analyze multiple factors: affiliate link rates in recommendations, LLM-generated content patterns, subreddit diversity of mentions, and author concentration. Lower scores indicate brands where recommendations may be artificially boosted. This doesn't mean the product is bad — just that its Reddit reputation may be influenced.

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