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SourceSignal Research

How product-review analysis works

SourceSignal Research · Creator momentum

Smart Home

Channels ahead of and behind the tracked market.

One-week momentum relative to the tracked market. 0% is baseline, not absolute channel growth.

Creator momentum

One week · 0% = market baseline

Published leaders and trailers, not the complete eligible ranking. Select a row for supporting evidence. Amber marks panels at the 5-video publication minimum.

Published creator momentum for Oct 19, 2026. Percentages are relative to the tracked market, not absolute channel growth.
ChannelCategory% vs marketMatched videosEvidence
tado°Smart Home10 matched videosSmart Home+36.0%vs market10 matched videos
Smart Home CircleSmart Home8 matched videosSmart Home+28.4%vs market8 matched videos
Secure ConnectionSmart Home5 matched videosAt publication minimumSmart Home+25.1%vs market5 matched videosAt publication minimum
TECH COMPARESmart Home8 matched videosSmart Home+22.7%vs market8 matched videos
LiftMaster SupportSmart Home6 matched videosSmart Home+21.6%vs market6 matched videos
TSP | Total Solution PlusSmart Home6 matched videosSmart Home+20.2%vs market6 matched videos
Danny WingetSmart Home10 matched videosSmart Home+18.8%vs market10 matched videos
A Smarter HouseSmart Home12 matched videosSmart Home+17.8%vs market12 matched videos
Benjamin SahlstromSmart Home18 matched videosSmart Home+17.6%vs market18 matched videos
MeacoSmart Home6 matched videosSmart Home+17.4%vs market6 matched videos
1–10 of 20 published entries
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Research data · 20 listed channelsView table
One-week % deviation from the market benchmark. Typical views are the approximate median weekly views of matched videos, not a whole-channel audience total.
ChannelRelative direction% vs marketMatched videosTypical views / video / week
tado°Ahead of market+36.0%10 matched videos~650
Smart Home CircleAhead of market+28.4%8 matched videos~250
Secure ConnectionAhead of market+25.1%5 matched videosAt publication minimum~230
TECH COMPAREAhead of market+22.7%8 matched videos~800
LiftMaster SupportAhead of market+21.6%6 matched videos~930
TSP | Total Solution PlusAhead of market+20.2%6 matched videos~1,100
Danny WingetAhead of market+18.8%10 matched videos~240
A Smarter HouseAhead of market+17.8%12 matched videos~3,600
Benjamin SahlstromAhead of market+17.6%18 matched videos~620
MeacoAhead of market+17.4%6 matched videos~280
SmartHomePicksUSABehind market-38.7%6 matched videos~160
eufy Security Camera OwnersBehind market-36.0%9 matched videos~400
Asher NasirBehind market-26.6%6 matched videos~210
LG MalaysiaBehind market-24.9%7 matched videos~160
Kevin The Tech NinjaBehind market-21.3%9 matched videos~660
Arlo Smart HomeBehind market-20.9%5 matched videosAt publication minimum~440
Enreta DomoticaBehind market-20.8%7 matched videos~1,400
NarwalBehind market-17.4%10 matched videos~170
HandyAndy MediaBehind market-16.6%5 matched videosAt publication minimum~430
Ecovacs IndiaBehind market-15.7%10 matched videos~710
How this is measuredMatched videos, weekly market benchmark and publication limits

How this is measured

A channel’s weekly move is the median change in view velocity across videos measured in both consecutive weeks. Matched-video ratios limit panel-entry effects, and the median limits the influence of a single viral upload.

The move is compared with the median across eligible channel-category entries in the same week, before filtering by category. The tracked-market reference is 0% relative momentum. A negative value means behind that benchmark, not necessarily fewer absolute views. These one-week percentages are distinct from the multi-week category Attention Index, whose baseline is 100.

At least 5 matched videos are required to publish a channel. “At publication minimum” marks a panel of exactly 5; fewer observations are labelled insufficient. Sample depth describes coverage, not statistical confidence. Movement beyond ±5% is labelled ahead or behind; this is a descriptive threshold, not a significance test.

We use complete weeks only. Comparing with the market reduces the common effect of a drifting scan window as videos age. Channels are associated with the tracked product queries, and may include brand channels as well as independent creators. Momentum alone does not establish suitability for a partnership.

Research methodology