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SourceSignal Research

How product-review analysis works

SourceSignal Research · Creator momentum

E-Bikes / Micromobility

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
Out of Spec ScootzE-Bikes / Micromobility8 matched videosE-Bikes / Micromobility+170.8%vs market8 matched videos
FIIDO E-bike OfficialE-Bikes / Micromobility5 matched videosAt publication minimumE-Bikes / Micromobility+26.8%vs market5 matched videosAt publication minimum
Sr Sachin SrE-Bikes / Micromobility7 matched videosE-Bikes / Micromobility+18.1%vs market7 matched videos
I'm just DIYerE-Bikes / Micromobility12 matched videosE-Bikes / Micromobility+14.4%vs market12 matched videos
London Eats E-Bikes / Micromobility8 matched videosE-Bikes / Micromobility+13.8%vs market8 matched videos
zeeksterE-Bikes / Micromobility11 matched videosE-Bikes / Micromobility+13.7%vs market11 matched videos
Electric World VehiclesE-Bikes / Micromobility7 matched videosE-Bikes / Micromobility+13.3%vs market7 matched videos
BAKCOUE-Bikes / Micromobility6 matched videosE-Bikes / Micromobility+12.5%vs market6 matched videos
Throttle & ChargeE-Bikes / Micromobility6 matched videosE-Bikes / Micromobility+12.2%vs market6 matched videos
CalthecoolE-Bikes / Micromobility6 matched videosE-Bikes / Micromobility+11.2%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
Out of Spec ScootzAhead of market+170.8%8 matched videos~2,400
FIIDO E-bike OfficialAhead of market+26.8%5 matched videosAt publication minimum~190
Sr Sachin SrAhead of market+18.1%7 matched videos~810
I'm just DIYerAhead of market+14.4%12 matched videos~390
London Eats Ahead of market+13.8%8 matched videos~370
zeeksterAhead of market+13.7%11 matched videos~5,600
Electric World VehiclesAhead of market+13.3%7 matched videos~260
BAKCOUAhead of market+12.5%6 matched videos~250
Throttle & ChargeAhead of market+12.2%6 matched videos~230
CalthecoolAhead of market+11.2%6 matched videos~990
EbikerBehind market-52.4%5 matched videosAt publication minimum~3,400
EVgreenBehind market-36.4%5 matched videosAt publication minimum~710
AutoncellBehind market-29.5%5 matched videosAt publication minimum~130
Survival MastersBehind market-26.8%5 matched videosAt publication minimum~330
The Kolkata BazarBehind market-24.4%7 matched videos~380
Lahori DrivesBehind market-23.6%7 matched videos~430
ScooterheldenBehind market-23.1%11 matched videos~340
Arijit's Market InfoBehind market-22.6%40 matched videos~250
GreenTech Sumeeth TamilBehind market-22.1%7 matched videos~290
PropelBehind market-20.0%7 matched videos~170
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