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SourceSignal Research

How product-review analysis works

SourceSignal Research · Creator momentum

Outdoor & Camping Gear

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
Dude LifeOutdoor & Camping Gear7 matched videosOutdoor & Camping Gear+57.1%vs market7 matched videos
Power Station IndonesiaOutdoor & Camping Gear8 matched videosOutdoor & Camping Gear+32.3%vs market8 matched videos
Ronny DahlOutdoor & Camping Gear8 matched videosOutdoor & Camping Gear+28.9%vs market8 matched videos
Alu-CabOutdoor & Camping Gear5 matched videosAt publication minimumOutdoor & Camping Gear+27.4%vs market5 matched videosAt publication minimum
ExploreVan UKOutdoor & Camping Gear8 matched videosOutdoor & Camping Gear+23.4%vs market8 matched videos
The Iron SnailOutdoor & Camping Gear17 matched videosOutdoor & Camping Gear+22.8%vs market17 matched videos
The Mardy CamperOutdoor & Camping Gear5 matched videosAt publication minimumOutdoor & Camping Gear+22.6%vs market5 matched videosAt publication minimum
Kirin CampOutdoor & Camping Gear40 matched videosOutdoor & Camping Gear+21.3%vs market40 matched videos
Adam StewOutdoor & Camping Gear9 matched videosOutdoor & Camping Gear+20.5%vs market9 matched videos
Cotswold OutdoorOutdoor & Camping Gear7 matched videosOutdoor & Camping Gear+19.7%vs market7 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
Dude LifeAhead of market+57.1%7 matched videos~57,000
Power Station IndonesiaAhead of market+32.3%8 matched videos~610
Ronny DahlAhead of market+28.9%8 matched videos~1,200
Alu-CabAhead of market+27.4%5 matched videosAt publication minimum~330
ExploreVan UKAhead of market+23.4%8 matched videos~320
The Iron SnailAhead of market+22.8%17 matched videos~5,900
The Mardy CamperAhead of market+22.6%5 matched videosAt publication minimum~670
Kirin CampAhead of market+21.3%40 matched videos~24,000
Adam StewAhead of market+20.5%9 matched videos~1,100
Cotswold OutdoorAhead of market+19.7%7 matched videos~300
Power InformerBehind market-46.8%7 matched videos~110
T & R ProductionBehind market-37.3%8 matched videos~280
ColemanUSABehind market-32.6%5 matched videosAt publication minimum~310
MyFroggyStuffBehind market-28.4%5 matched videosAt publication minimum~270
The Outdoor PostBehind market-27.3%26 matched videos~690
FISH13Behind market-21.0%39 matched videos~13,000
Mindful HunterBehind market-19.2%7 matched videos~150
Beard in the WildBehind market-18.4%5 matched videosAt publication minimum~380
Go4x4Behind market-18.3%23 matched videos~1,500
The One Good RoadBehind market-18.1%5 matched videosAt publication minimum~280
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