What creators actually said, and who was paid

129 products · 4342 creators · 753 with no sponsorship found. Every number links to the person who said it. We show the counts; what they mean is your call.

Moved this week

Coros Pace Pro
Creators are switching to this
42 new observations · 3 with no sponsorship found · +42 vs last week

Moved this week

Braun Silk-Expert Pro 5
Unpaid support is growing
32 new observations · 8 with no sponsorship found · +29 vs last week

Moved this week

Bowflex SelectTech 552
Unpaid doubts are growing
24 new observations · 3 with no sponsorship found · +24 vs last week

Moved this week

Samsung Galaxy Z Fold8
New activity this week
5 new observations · +4 vs last week

What the data shows

Premium smartphones is almost entirely paid coverage
9.8% organic across 5 products — that's the honest shape of this category, not thin data.
3 active deals trackedSee the deals →

What the data shows

People switch a lot in mainstream smartphones
17.8% of opinions mention switching from or to another product — this is a category people cycle through rather than settle into.
See who’s moving where →

What the data shows

Foldable phones is almost entirely paid coverage
6.6% organic across 4 products — that's the honest shape of this category, not thin data.
6 active deals trackedSee the deals →

What the data shows

People switch a lot in premium wireless earbuds
13.7% of opinions mention switching from or to another product — this is a category people cycle through rather than settle into.
See who’s moving where →

What the data shows

Noise-cancelling headphones buyers don't agree with reviewers
24.6% of coverage shows viewers pushing back in the comments on what creators recommend.
Explore the disagreement →

What the data shows

Pocket & vlogging cameras buyers don't agree with reviewers
17.6% of coverage shows viewers pushing back in the comments on what creators recommend.
Explore the disagreement →

What the data shows

People switch a lot in recovery & sleep wearables
10.9% of opinions mention switching from or to another product — this is a category people cycle through rather than settle into.
See who’s moving where →

What the data shows

360 cameras buyers don't agree with reviewers
17.2% of coverage shows viewers pushing back in the comments on what creators recommend.
Explore the disagreement →

What the data shows

Value robot vacuums buyers don't agree with reviewers
17.1% of coverage shows viewers pushing back in the comments on what creators recommend.
Explore the disagreement →

What the data shows

Premium robot vacuums buyers don't agree with reviewers
18.6% of coverage shows viewers pushing back in the comments on what creators recommend.
Explore the disagreement →

What the data shows

People switch a lot in action cameras
12.1% of opinions mention switching from or to another product — this is a category people cycle through rather than settle into.
See who’s moving where →

What the data shows

People switch a lot in everyday smartwatches
14.2% of opinions mention switching from or to another product — this is a category people cycle through rather than settle into.
See who’s moving where →

What the data shows

People switch a lot in running watches
21.9% of opinions mention switching from or to another product — this is a category people cycle through rather than settle into.
See who’s moving where →

What the data shows

Wet-to-dry straighteners buyers don't agree with reviewers
38.4% of coverage shows viewers pushing back in the comments on what creators recommend.
Explore the disagreement →

What the data shows

Multi-styler hot brushes buyers don't agree with reviewers
28.4% of coverage shows viewers pushing back in the comments on what creators recommend.
Explore the disagreement →

What the data shows

Hair dryers buyers don't agree with reviewers
17.9% of coverage shows viewers pushing back in the comments on what creators recommend.
Explore the disagreement →
JU

Unpaid track record

Just A Dad ApprovedLifestyle
Tested 15 of these products, unpaid — 38 opinions on record
VA

Unpaid track record

Vacuum WarsLifestyle
Tested 16 of these products, unpaid — 27 opinions on record
Dyson Supersonic rEcovacs Deebot X11 OmniCycloneDreame X60 Max UltraRoborock Saros 10
GS

Unpaid track record

GSMArena OfficialTech
Tested 14 of these products, unpaid — 26 opinions on record
Xiaomi 17 UltraGoogle Pixel 11 ProGoogle Pixel 11 Pro FoldiPhone 17 Pro
MA

Unpaid track record

Mark Ellis ReviewsTech
Tested 7 of these products, unpaid — 8 opinions on record
Bose QuietComfort Headphones 2nd GenSamsung Galaxy Buds4 ProAirPods Pro 3Bose QuietComfort Ultra Earbuds 2nd Gen
RE

Unpaid track record

RecordingNOWTech
Tested 7 of these products, unpaid — 8 opinions on record
Bose QuietComfort UltraSony WF-1000XM6AirPods Pro 3Bose QuietComfort Ultra Headphones 2nd Gen
DH

Unpaid track record

DHRMETech
Tested 5 of these products, unpaid — 7 opinions on record
Bowers & Wilkins Pi8Technics EAH-AZ100Bose QuietComfort Ultra Earbuds 2nd GenSony WH-1000XM6
TE

Unpaid track record

Tech FowlerTech
Tested 6 of these products, unpaid — 7 opinions on record
Apple Watch SE 3Apple Watch Series 11RingConn Gen 2 AirApple Watch Ultra 3
TH

Unpaid track record

The French GlowLifestyle
Tested 6 of these products, unpaid — 7 opinions on record
6

Unpaid track record

6 Months LaterTech
Tested 6 of these products, unpaid — 7 opinions on record
Bose QuietComfort Headphones 2nd GenKindle PaperwhiteBose QuietComfort UltraMeta Quest 3
DC

Unpaid track record

DC RainmakerTech
Tested 5 of these products, unpaid — 6 opinions on record
DR

Unpaid track record

Dr DrayBeauty
Tested 3 of these products, unpaid — 5 opinions on record
ZO

Unpaid track record

zollotechTech
Tested 4 of these products, unpaid — 5 opinions on record
Apple Watch Ultra 3iPhone 17 ProAirPods Pro 3iPhone 17
OT

Unpaid track record

Otto JulianTech
Tested 4 of these products, unpaid — 5 opinions on record

Premium robot vacuums

Which high-end robot vacuum is worth it?

Most covered here
Dreame X60 Max Ultra
39 creators7 no sponsorship found12 sponsored20 unclear
Of 39 who covered it: 23 recommend, 26 mixed, 0 against
Of 7 with no sponsorship found: 3 recommend, 4 unconvinced
3 after 3+ months · 3 switched to it
In this decision
E
Ecovacs Deebot X11 OmniCycloneEvidence spans 356 days 23:26:16
39 creators3 no sponsorship found3 sponsored33 unclear
Of 39 who covered it: 22 recommend, 21 mixed, 1 against
Of 3 with no sponsorship found: 1 recommend, 2 unconvinced
1 after 3+ months · 2 switched to it
22 recommend, 21 mixed, 1 against, across 39 creators. Ecovacs on TTO
Brand siteproduct page coming
Was this useful?
D
Dreame X60 Max UltraEvidence spans 244 days 15:00:18
39 creators7 no sponsorship found12 sponsored20 unclear
Of 39 who covered it: 23 recommend, 26 mixed, 0 against
Of 7 with no sponsorship found: 3 recommend, 4 unconvinced
3 after 3+ months · 3 switched to it
23 recommend, 26 mixed, 0 against, across 39 creators. Product page · Dreame on TTO · Watch At Home with Lucas
Brand siteproduct page coming
SHARAFP10save up to 40% off on Dreame's limited spring salevia Shara Woodshop Diaries (brand-wide)
Why
  • Sponsored reviews positive; 4 unpaid reviewers unconvinced
See the evidence, 35 sources

  • “Five out of five stars. Highly recommend it to everyone out there.”

    At Home with LucasNot sponsored

  • “Only Two Reasons I'd Hesitate to Buy the Dreame X60 Ultra Vacuum”

    Just A Dad ApprovedNot sponsored

  • “the Dreamy X60 Max Ultra is approved. Just a dad approved.”

    Just A Dad ApprovedNot sponsored

  • “the X60 Max Ultra Complete surprised us all by taking the number one spot on our Vacuum Wars Top 20 robot vacuum list.”

    Vacuum WarsNot sponsored

  • “Is this 2026 flagship actually an upgrade, or are you better off with the X50 or even a Roborock?”

    The French GlowNot sponsored

  • “Dreame managed to slim down the X60 without sacrificing threshold climbing.”

    Vacuum WarsNot sponsored

  • “قدرتها على التنظيف فائقة، لكن ما أدهشني هو ميزة التنظيف التي تسمى Proactive Light.”

  • “بكل تأكيد هو أفضل مشتريات عام 2026 حتى الآن.”

  • “real-world performance tells a different story.”

  • “The Dreame X60 Max Ultra Complete takes robot vacuuming and mopping to the next level!”

Was this useful?
N
Narwal Flow 2Evidence spans 222 days 00:18:16
32 creators6 no sponsorship found7 sponsored19 unclear
Of 32 who covered it: 12 recommend, 24 mixed, 0 against
Of 6 with no sponsorship found: 1 recommend, 5 unconvinced
3 switched to it
12 recommend, 24 mixed, 0 against, across 32 creators. Product page · Narwal on TTO · Watch Vacuum Wars
Brand siteproduct page coming
GLARSES10% offvia Glarsesoffer link
Why
  • Sponsored reviews positive; 5 unpaid reviewers unconvinced
Creators are split on
app8 for · 6 against
The app processes visual data locally and has good privacy settings.
The app has issues with following routines.
What creators praise
buildStrong signal
The design of the Narwal Flow 2 is innovative and functional.
vacuumingStrong signal
It has strong suction power.
accuracyPositive signal
It cleans corners effectively.
What creators question
valueSome concern
The water temperature not matching their claims is disappointing.
See the evidence, 20 sources

  • “The Narwal Flow 2’s first mapping run got a little too close to the stairs for comfort!”

    Vacuum WarsNot sponsored

  • “major carpet navigation issues and mapping problems made this flagship robot vacuum hard to recommend.”

    Just A Dad ApprovedNot sponsored

  • “I was genuinely surprised at how simple this unit is to keep running like new.”

    Nathaniel at HomeNot sponsored

  • “If you’ve been wondering whether the Narwal Flow 2 is worth upgrading to, or you just wanted answers about the dirty water system — this video shows it all.”

    Just A Dad ApprovedNot sponsored

  • “Delivering the cleanest robot mopping results Amanda has seen yet.”

  • “The NARWAL Flow 2 has made a big difference in my home cleaning.”

  • “Narwal’s latest flagship Flow 2 robot vacuum, combining next-generation AI recognition with its unique TrackMopping system designed to improve edge and deep-cleaning performance.”

    CJKnowsTECHSponsored

  • “Here’s my hands-on look at the Narwal Flow 2 and why its cleaning system stands out.”

  • “The NARWAL Flow 2 has truly elevated my home cleaning experience.”

  • “This one's different.”

Was this useful?
R
Roborock Saros 20Evidence spans 277 days 21:32:43
25 creators7 no sponsorship found1 sponsored17 unclear
Of 25 who covered it: 7 recommend, 29 mixed, 2 against
Of 7 with no sponsorship found: 1 recommend, 6 unconvinced
2 switched to it
7 recommend, 29 mixed, 2 against, across 25 creators. Roborock on TTO
FAMILYPDGet an extra 5% off with code FAMILYPD for the product Qrevo Curv 2 flow and Roborock F25 Ultra fromvia WHAT'S INSIDE? FAMILY (brand-wide)
Creators are split on
accuracy5 for · 3 against
It has impressive cleaning capabilities.
It struggles to pick up debris effectively.
What creators praise
vacuumingStrong signal
The suction power is impressive at 36,000Pa.
buildStrong signal
The physical assembly and charging dock setup are straightforward.
appStrong signal
Roborock still has the best app in the business.
What creators question
valueRaised repeatedly
Many feel the price is too high for its performance.
durabilitySome concern
The vacuum struggles with obstacle avoidance on carpets.
Was this useful?
R
Roborock Saros 10Evidence spans 367 days 01:07:12
9 creators3 no sponsorship found6 unclear
Of 9 who covered it: 3 recommend, 7 mixed, 0 against
Of 3 with no sponsorship found: 2 recommend, 1 unconvinced
1 after 3+ months · 1 switched to it
3 recommend, 7 mixed, 0 against, across 9 creators. Roborock on TTO
FAMILYPDGet an extra 5% off with code FAMILYPD for the product Qrevo Curv 2 flow and Roborock F25 Ultra fromvia WHAT'S INSIDE? FAMILY (brand-wide)
Was this useful?

Value robot vacuums

Which robot vacuum gives the most for the money?

Most covered here
Dreame X50 Ultra Complete
27 creators7 no sponsorship found4 sponsored16 unclear
Of 27 who covered it: 12 recommend, 19 mixed, 2 against
Of 7 with no sponsorship found: 2 recommend, 5 unconvinced
3 switched to it
In this decision
D
Dreame X50 Ultra CompleteEvidence spans 558 days 13:58:23
27 creators7 no sponsorship found4 sponsored16 unclear
Of 27 who covered it: 12 recommend, 19 mixed, 2 against
Of 7 with no sponsorship found: 2 recommend, 5 unconvinced
3 switched to it
12 recommend, 19 mixed, 2 against, across 27 creators. Dreame on TTO
Brand siteproduct page coming
SHARAFP10save up to 40% off on Dreame's limited spring salevia Shara Woodshop Diaries (brand-wide)
Creators are split on
build5 for · 4 against
The build quality is impressive.
The vacuum is not effective on carpets.
value4 for · 3 against
The product is considered a worthwhile investment.
The product is overpriced for its performance.
What creators praise
setupStrong signal
The video provides a comprehensive guide on setup and maintenance.
vacuumingStrong signal
It has powerful suction for effective cleaning.
appPositive signal
The app allows full control of the robot.
What creators question
accuracySome concern
The obstacle detection sometimes fails.
batterySome concern
The battery life is disappointing.
Was this useful?
E
eufy Omni E25Evidence spans 577 days 22:26:13
28 creators6 no sponsorship found2 sponsored20 unclear
Of 28 who covered it: 11 recommend, 26 mixed, 1 against
Of 6 with no sponsorship found: 1 recommend, 5 unconvinced
2 switched away
11 recommend, 26 mixed, 1 against, across 28 creators. eufy on TTO
Brand siteproduct page coming
ERIKAC10150 E di scontovia Erika Home (brand-wide)offer link
Was this useful?
R
Roborock Saros 20 NeoEvidence spans 209 days 01:00:14
22 creators8 no sponsorship found1 sponsored13 unclear
Of 22 who covered it: 10 recommend, 26 mixed, 2 against
Of 8 with no sponsorship found: 1 recommend, 7 unconvinced
2 after 3+ months
10 recommend, 26 mixed, 2 against, across 22 creators. Roborock on TTO
FAMILYPDGet an extra 5% off with code FAMILYPD for the product Qrevo Curv 2 flow and Roborock F25 Ultra fromvia WHAT'S INSIDE? FAMILY (brand-wide)
What creators praise
buildStrong signal
The robot is well-equipped with spare parts and cleaning solutions.
vacuumingStrong signal
It has impressive cleaning capabilities.
appStrong signal
The app setup process is straightforward.
What creators question
valueSome concern
The cleaning performance isn't significantly better than cheaper models.
Was this useful?
E
eufy Omni E28Evidence spans 480 days 01:30:27
20 creators4 no sponsorship found16 unclear
Of 20 who covered it: 4 recommend, 22 mixed, 0 against
Of 4 with no sponsorship found: 0 recommend, 4 unconvinced
3 switched to it · 1 switched away
4 recommend, 22 mixed, 0 against, across 20 creators. eufy on TTO
Brand siteproduct page coming
ERIKAC10150 E di scontovia Erika Home (brand-wide)offer link
Was this useful?
R
Roborock Qrevo Edge 2 FlowEvidence spans 615 days 18:41:38
17 creators5 no sponsorship found1 sponsored11 unclear
Of 17 who covered it: 9 recommend, 12 mixed, 1 against
Of 5 with no sponsorship found: 2 recommend, 3 unconvinced
9 recommend, 12 mixed, 1 against, across 17 creators. Roborock on TTO
FAMILYPDGet an extra 5% off with code FAMILYPD for the product Qrevo Curv 2 flow and Roborock F25 Ultra fromvia WHAT'S INSIDE? FAMILY (brand-wide)
Was this useful?
S
Shark PowerDetect Robot VacuumEvidence spans 741 days 14:30:10
12 creators8 no sponsorship found2 sponsored2 unclear
Of 12 who covered it: 1 recommend, 21 mixed, 0 against
Of 8 with no sponsorship found: 0 recommend, 8 unconvinced
1 after 3+ months · 1 switched to it · 2 switched away
1 recommend, 21 mixed, 0 against, across 12 creators. Shark on TTO
Brand siteproduct page coming
YFE711via Trade With Prity 2.0 (brand-wide)offer link
What creators praise
valueSome support
It's a great deal compared to flagship models.
What creators question
appRecurring issue
The app is lacking compared to competitors.
setupSome concern
Emptying the Shark vacuum is cumbersome.
Was this useful?
R
Roborock Qrevo Curv 2 ProEvidence spans 685 days 17:56:39
14 creators3 no sponsorship found1 sponsored10 unclear
Of 14 who covered it: 5 recommend, 11 mixed, 1 against
Of 3 with no sponsorship found: 1 recommend, 2 unconvinced
1 after 3+ months
5 recommend, 11 mixed, 1 against, across 14 creators. Roborock on TTO
FAMILYPDGet an extra 5% off with code FAMILYPD for the product Qrevo Curv 2 flow and Roborock F25 Ultra fromvia WHAT'S INSIDE? FAMILY (brand-wide)
Was this useful?

Also covered

L
Lectric XP 4Evidence spans 507 days 08:52:22
32 creators3 no sponsorship found2 sponsored27 unclear
Of 32 who covered it: 17 recommend, 20 mixed, 0 against
Of 3 with no sponsorship found: 0 recommend, 3 unconvinced
2 after 3+ months · 1 switched to it
17 recommend, 20 mixed, 0 against, across 32 creators. Product page · Lectric on TTO
Brand siteproduct page coming
on sale now for a limited timevia Nikki Delventhaloffer link
Creators are split on
build14 for · 3 against
The bike has a USB-C outlet for charging devices.
The bike is quite heavy.
What creators praise
valueStrong signal
The bike offers great value for its price.
comfortStrong signal
The ride comfort was tested and found satisfactory.
batteryStrong signal
The dual battery setup significantly increases range.
What creators question
Nothing consistent yet
Was this useful?
M
Monos Carry-On ProEvidence spans 1476 days 17:20:34
19 creators3 no sponsorship found1 sponsored15 unclear
Of 19 who covered it: 8 recommend, 9 mixed, 2 against
Of 3 with no sponsorship found: 1 recommend, 2 unconvinced
2 after 3+ months · 1 switched to it
8 recommend, 9 mixed, 2 against, across 19 creators. Product page · Monos on TTO
Brand siteproduct page coming
NAMEISHANA1010% off your ordervia nameishana (brand-wide)offer link
Creators are split on
value5 for · 3 against
It's a good option for those who can't afford more expensive brands.
The product is overpriced for what it offers.
What creators praise
buildStrong signal
The luggage fits on many airlines.
durabilityPositive signal
The color holds up well with protective covers.
What creators question
Nothing consistent yet
Was this useful?
S
Steelcase Leap V2Evidence spans 3404 days 17:00:19
14 creators4 no sponsorship found10 unclear
Of 14 who covered it: 13 recommend, 18 mixed, 0 against
Of 4 with no sponsorship found: 2 recommend, 2 unconvinced
4 after 3+ months · 7 switched to it · 3 switched away
13 recommend, 18 mixed, 0 against, across 14 creators.
Creators are split on
comfort10 for · 3 against
The chair is generally considered comfortable.
Some users find the seat uncomfortable after a few hours.
What creators praise
buildStrong signal
The fabric feels durable for everyday use.
adjustabilityPositive signal
The chair allows for fine-tuning to match personal preferences.
durabilitySome support
The chair is built to last.
What creators question
Nothing consistent yet
Was this useful?
A
AquaTru CarafeEvidence spans 1973 days 01:29:27
16 creators8 no sponsorship found8 unclear
Of 16 who covered it: 10 recommend, 18 mixed, 1 against
Of 8 with no sponsorship found: 2 recommend, 5 unconvinced
2 after 3+ months · 4 switched to it · 3 switched away
10 recommend, 18 mixed, 1 against, across 16 creators. Product page · AquaTru on TTO
Brand siteproduct page coming
BESTOFYOU20% off todayvia The Best of You (brand-wide)offer link
DRG20% off your purifiervia Heal Thy Self with Dr. G (brand-wide)offer link
Was this useful?
U
Uplift V2 Standing DeskEvidence spans 2660 days 18:05:07
25 creators3 no sponsorship found1 sponsored21 unclear
Of 25 who covered it: 13 recommend, 12 mixed, 0 against
Of 3 with no sponsorship found: 3 recommend, 0 unconvinced
4 after 3+ months · 2 switched away
13 recommend, 12 mixed, 0 against, across 25 creators. Product page · Uplift Desk on TTO
Brand siteproduct page coming
LEXget discountsvia Lex Fridman Podcast (brand-wide)offer link
Was this useful?
P
Purple RestorePremierEvidence spans 3238 days 15:23:29
14 creators2 no sponsorship found12 unclear
Of 14 who covered it: 3 recommend, 22 mixed, 0 against
Of 2 with no sponsorship found: 1 recommend, 1 unconvinced
1 after 3+ months · 1 switched to it · 1 switched away
3 recommend, 22 mixed, 0 against, across 14 creators.
Was this useful?
S
Secretlab Titan EvoEvidence spans 1800 days 00:00:12
29 creators11 no sponsorship found2 sponsored16 unclear
Of 29 who covered it: 11 recommend, 25 mixed, 1 against
Of 11 with no sponsorship found: 5 recommend, 6 unconvinced
4 after 3+ months · 2 switched to it · 2 switched away
11 recommend, 25 mixed, 1 against, across 29 creators. Product page · Secretlab on TTO
Brand siteproduct page coming
Was this useful?
A
Aventon Level 3Evidence spans 2059 days 03:13:46
20 creators3 no sponsorship found3 sponsored14 unclear
Of 20 who covered it: 14 recommend, 12 mixed, 0 against
Of 3 with no sponsorship found: 3 recommend, 0 unconvinced
1 switched to it
14 recommend, 12 mixed, 0 against, across 20 creators. Product page · Aventon on TTO
Brand siteproduct page coming
Was this useful?
H
Herman Miller AeronEvidence spans 3701 days 11:43:33
19 creators5 no sponsorship found2 sponsored12 unclear
Of 19 who covered it: 11 recommend, 26 mixed, 2 against
Of 5 with no sponsorship found: 2 recommend, 3 unconvinced
5 after 3+ months · 1 switched to it · 2 switched away
11 recommend, 26 mixed, 2 against, across 19 creators. · Watch Myxo14
Why
  • 2 creators still recommending it after 7+ years
See the evidence, 2 sources

  • “I feel it's one of the best office chairs I've ever sat in.”

    Myxo14over 10 years of useUnclear

  • “this ergonomic chair continues to provide exceptional comfort and support for long hours of remote work.”

    Yara Pereira7 years of useAffiliate link
Was this useful?
A pick is made by a fixed rule: unpaid recommendations count three times, sponsored ones once, long-term use and switching count extra, and unpaid doubts count against. We don’t pick when only one option has enough evidence, or when the unpaid opinion is divided. “Not sponsored” means no ad read or disclosure in the content itself. “Unclear” means we couldn’t tell, and we don’t guess.
FeedSearchDecisions