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SourceSignal Research

How product-review analysis works

SourceSignal Research · Creator momentum

Photography & Video 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
STATIC ARCHIVESPhotography & Video Gear6 matched videosPhotography & Video Gear+41.2%vs market6 matched videos
Canon ANZPhotography & Video Gear9 matched videosPhotography & Video Gear+38.4%vs market9 matched videos
Media DivisionPhotography & Video Gear5 matched videosAt publication minimumPhotography & Video Gear+31.0%vs market5 matched videosAt publication minimum
SJ SanuPhotography & Video Gear7 matched videosPhotography & Video Gear+30.6%vs market7 matched videos
RimzlerPhotography & Video Gear8 matched videosPhotography & Video Gear+26.4%vs market8 matched videos
Practical SciencePhotography & Video Gear5 matched videosAt publication minimumPhotography & Video Gear+26.1%vs market5 matched videosAt publication minimum
Vipin GaurPhotography & Video Gear5 matched videosAt publication minimumPhotography & Video Gear+24.1%vs market5 matched videosAt publication minimum
Analog PhotographyPhotography & Video Gear7 matched videosPhotography & Video Gear+22.3%vs market7 matched videos
Shy YoungPhotography & Video Gear8 matched videosPhotography & Video Gear+21.4%vs market8 matched videos
Cris with no HPhotography & Video Gear6 matched videosPhotography & Video Gear+20.3%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
STATIC ARCHIVESAhead of market+41.2%6 matched videos~1,200
Canon ANZAhead of market+38.4%9 matched videos~620
Media DivisionAhead of market+31.0%5 matched videosAt publication minimum~900
SJ SanuAhead of market+30.6%7 matched videos~640
RimzlerAhead of market+26.4%8 matched videos~530
Practical ScienceAhead of market+26.1%5 matched videosAt publication minimum~2,300
Vipin GaurAhead of market+24.1%5 matched videosAt publication minimum~1,100
Analog PhotographyAhead of market+22.3%7 matched videos~190
Shy YoungAhead of market+21.4%8 matched videos~400
Cris with no HAhead of market+20.3%6 matched videos~420
The Camera Workbench Behind market-61.2%13 matched videos~740
Tech InformerBehind market-57.6%7 matched videos~76
Lens LogicBehind market-55.7%5 matched videosAt publication minimum~270
TT Unboxing - 2MBehind market-51.7%18 matched videos~170
Hollyland TechnologyBehind market-46.2%5 matched videosAt publication minimum~590
Tech ViveBehind market-42.2%10 matched videos~170
DOKAN KHUCCHI Behind market-34.4%10 matched videos~220
CineDBehind market-32.9%5 matched videosAt publication minimum~230
Ranaghat 07Behind market-31.4%6 matched videos~360
Thats RahmanBehind market-31.0%22 matched videos~250
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