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SourceSignal Research

How product-review analysis works

SourceSignal Research · Creator momentum

Kitchen Appliances

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
CUCKOO Electronics AmericaKitchen Appliances9 matched videosKitchen Appliances+93.4%vs market9 matched videos
Real Cooking In My KitchenKitchen Appliances5 matched videosAt publication minimumKitchen Appliances+74.3%vs market5 matched videosAt publication minimum
The Freeze Drying CommunityKitchen Appliances6 matched videosKitchen Appliances+59.5%vs market6 matched videos
You Suck At CookingKitchen Appliances15 matched videosKitchen Appliances+43.5%vs market15 matched videos
Ordinary SausageKitchen Appliances5 matched videosAt publication minimumKitchen Appliances+43.1%vs market5 matched videosAt publication minimum
Cook with DjKitchen Appliances5 matched videosAt publication minimumKitchen Appliances+36.0%vs market5 matched videosAt publication minimum
Internet ShaquilleKitchen Appliances5 matched videosAt publication minimumKitchen Appliances+32.2%vs market5 matched videosAt publication minimum
Yale ApplianceKitchen Appliances49 matched videosKitchen Appliances+31.2%vs market49 matched videos
ChefwithpaletteKitchen Appliances8 matched videosKitchen Appliances+30.8%vs market8 matched videos
YONG MA Official ChannelKitchen Appliances6 matched videosKitchen Appliances+28.6%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
CUCKOO Electronics AmericaAhead of market+93.4%9 matched videos~1,200
Real Cooking In My KitchenAhead of market+74.3%5 matched videosAt publication minimum~4,700
The Freeze Drying CommunityAhead of market+59.5%6 matched videos~630
You Suck At CookingAhead of market+43.5%15 matched videos~1,800
Ordinary SausageAhead of market+43.1%5 matched videosAt publication minimum~920
Cook with DjAhead of market+36.0%5 matched videosAt publication minimum~900
Internet ShaquilleAhead of market+32.2%5 matched videosAt publication minimum~980
Yale ApplianceAhead of market+31.2%49 matched videos~460
ChefwithpaletteAhead of market+30.8%8 matched videos~190
YONG MA Official ChannelAhead of market+28.6%6 matched videos~220
Bertello OvenBehind market-39.4%5 matched videosAt publication minimum~130
Air Fryer MealBehind market-36.6%8 matched videos~460
Tech Ansari 3.0Behind market-31.1%10 matched videos~380
Manu Raina TRUSTEDBehind market-30.1%12 matched videos~4,300
Gadgets EverBehind market-27.7%5 matched videosAt publication minimum~140
Home And Kitchen KingBehind market-23.4%21 matched videos~820
Cuisinart CanadaBehind market-23.2%7 matched videos~270
SAMUKICHI -Japan food studio-Behind market-22.8%9 matched videos~29,000
Top DIYBehind market-22.8%10 matched videos~2,500
Molly Purcell Behind market-21.3%7 matched videos~190
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