Falling behind on​​​​‌‍​‍​‍‌‍‌​‍‌‍‍‌‌‍‌‌‍‍‌‌‍‍​‍​‍​‍‍​‍​‍‌​‌‍​‌‌‍‍‌‍‍‌‌‌​‌‍‌​‍‍‌‍‍‌‌‍​‍​‍​‍​​‍​‍‌‍‍​‌​‍‌‍‌‌‌‍‌‍​‍​‍​‍‍​‍​‍​‍‌​‌‌​‌‌‌‌‍‌​‌‍‍‌‌‍​‍‌‍‍‌‌‍‍‌‌​‌‍‌‌‌‍‍‌‌​​‍‌‍‌‌‌‍‌​‌‍‍‌‌‌​​‍‌‍‌‌‍‌‍‌​‌‍‌‌​‌‌​​‌​‍‌‍‌‌‌​‌‍‌‌‌‍‍‌‌​‌‍​‌‌‌​‌‍‍‌‌‍‌‍‍​‍‌‍‍‌‌‍‌​​‌​‍‌​​​‌‍​‌‍​‍​‌​​‍‌‌‍​‌‌‍‌‍​‍‌​‍‌​‌​‌‌‌‍‌​​‍‌​‌​​​‌​‍​​​​​‍‌‌‍​‍‌‍‌​​‌‌​‍​​‍‌‌‍​‍​‌​​‌​‌‍‌‍​​‍‌‍‌‍​​‌​‌‌​‌‌‍‌‌‌‍‌‌‌‍​‍​‍‌‌​‌‍‌‌​​‌‍‌‌​‌‌​​‌‍​‌‌‍‌‌‍‌‌​‍‌​​‌‍​‌‌‌​‌‍‍​​‌‌​‌‍‌‌‌‍​‌‌​‌‍‍‌‌‍‌‍‍‌​​‍‌‌​‌‌‌​​‍‌‌‌‍‍‌‍‌‌‌‍‌​‍‌‌​​‌​‌​​‍‌‌​​‌​‌​​‍‌‌​​‍​​‍‌‍‌​‌‍​​​‌‌‍​​‌‍‌‍‌‌​‌​​‌‌‌‍​​​‍‌‍‌‍​‍‌​‍‌‌​​‍​​‍​‍‌‌​‌‌‌​‌​​‍‍‌‍‍​‌‍‌‌‌‍​‌‌‍‌​‌‍​‌‍‍‌‌‍‍‌‍‌‌​‌‍​‍‌‍​‌‌​‌‍‌‌‌‌‌‌‌​‍‌‍​​‌​‍‌‌​​‍‌​‌‍‌​‌‌​‌‌‌‌‍‌​‌‍‍‌‌‍​‍‌‍‌‍‍‌‌‍‌​​‌​‍‌​​​‌‍​‌‍​‍​‌​​‍‌‌‍​‌‌‍‌‍​‍‌​‍‌​‌​‌‌‌‍‌​​‍‌​‌​​​‌​‍​​​​​‍‌‌‍​‍‌‍‌​​‌‌​‍​​‍‌‌‍​‍​‌​​‌​‌‍‌‍​​‍‌‍‌‍​​‌​‌‌​‌‌‍‌‌‌‍‌‌‌‍​‍​‍‌‍‌‌​‌‍‌‌​​‌‍‌‌​‌‌​​‌‍​‌‌‍‌‌‍‌‌​‍‌‍‌​​‌‍​‌‌‌​‌‍‍​​‌‌​‌‍‌‌‌‍​‌‌​‌‍‍‌‌‍‌‍‍‌​​‍‌‌​‌‌‌​​‍‌‌‌‍‍‌‍‌‌‌‍‌​‍‌‌​​‌​‌​​‍‌‌​​‌​‌​​‍‌‌​​‍​​‍‌‍‌​‌‍​​​‌‌‍​​‌‍‌‍‌‌​‌​​‌‌‌‍​​​‍‌‍‌‍​‍‌​‍‌‌​​‍​​‍​‍‌‌​‌‌‌​‌​​‍‍‌‍‍​‌‍‌‌‌‍​‌‌‍‌​‌‍​‌‍‍‌‌‍‍‌‍‌‌​‍‌‍‌​​‌‍‌‌‌​‍‌​‌​​‌‍‌‌‌‍​‌‌​‌‍‍‌‌‌‍‌‍‌‌​‌‌​​‌‌‌‌‍​‍‌‍​‌‍‍‌‌​‌‍‍​‌‍‌‌‌‍‌​​‍​‍‌‌ Amazon?

Benchmark your digital shelf against top sellers

Amazon Automotive: Snow & Ice content benchmarks

Top-selling Snow & Ice listings on Amazon have a median of 7 gallery images; 9 of 10 include a brand video; the median listing carries 10 creator videos; 9 of 10 use A+ Content (top 10 best sellers, August 2026).

Tom Logan avatar
Tom LoganCEO, Cohley
Date analyzedAugust 11, 2026
Categories analyzed1,777
Listings analyzed17,665
How these numbers are measured — full methodology
Gallery images7

median images per top listing

Brand video9 of 10

top sellers include a brand-uploaded video

0%
Creator videos10

median creator videos per top listing

A+ Content9 of 10

top sellers use A+ (enhanced brand) content

0%

How Snow & Ice compares

This category's top sellers vs. the median Automotive category and all benchmarked Amazon categories.

Gallery images

Snow & Ice
7
Automotive median
6
All Amazon
6

Brand video

Snow & Ice
9 of 10
Automotive median
6 of 10
All Amazon
7 of 10

Creator videos

Snow & Ice
10
Automotive median
4
All Amazon
8

A+ Content

Snow & Ice
9 of 10
Automotive median
9 of 10
All Amazon
9 of 10

What this benchmark means

  • A+ Content is table stakes: 9 of 10 top sellers use it. A listing without A+ is visibly behind every leader on the shelf.
  • Creator content is saturated: the median top listing carries 10 creator videos. Having creator video isn't a differentiator in Snow & Ice — having better creator video is.
  • The leaders are entrenched — a median of 1,866 reviews at 4.5 stars. Content parity with this benchmark is the price of entry; review volume takes longer to build.

The numbers

Content benchmarkTop 10 best sellers (August 2026)
Gallery imagesMedian image count across top listings7
Brand videoShare with a brand-uploaded product video9 of 10 listings
Creator videosMedian count of Amazon Influencer / creator videos10
A+ ContentShare with A+ (enhanced brand) content9 of 10 listings
Star ratingMedian listing rating4.5 stars
ReviewsMedian review count1,866

Top sellers in Snow & Ice

The top-ranked listings in this category's benchmark cohort (August 2026 snapshot) — the pages setting the content bar above.

  1. 1HEATIT HIRD 160 feet 5 Watts Per Foot Roof & Gutter Snow De-Icing Cable
  2. 2Ice Melt and Snow Salt 35lb Bucket - Fast Acting Ice Melter - Pet, Plant and Concrete Friendly, Environmentall…
  3. 32 Pack Detachable Car Snow Brush & Ice Scraper, Heavy Duty Windshield Ice Shovel, Scratch-Free Snow Remover wi…
  4. 4AstroAI 27" 2-in-1 Detachable Snow Brush & Ice Scrapers for Car Windshield | Snow Removers with No-Scratch Bri…
  5. 5Snow Brush & Ice Scraper, 27 Inch, Ice Scrapers for Car Windshield, Detachable Snow Removal Tool with Ergonomi…

Frequently asked questions

How many images do top Snow & Ice listings have on Amazon?
The median top-10 best seller in Amazon's Automotive > Exterior Accessories > Snow & Ice category has 7 gallery images (as of August 2026).
Do best-selling Snow & Ice products use A+ Content?
9 of 10 of the top 10 best sellers in this category use A+ Content on their product pages.
How much video do top Snow & Ice listings on Amazon have?
9 of 10 top sellers include a brand-uploaded video, and the median listing carries 10 creator (Amazon Influencer) videos.
What rating do top Snow & Ice products have on Amazon?
The median top seller in this category holds a 4.5-star rating across 1,866 reviews.

Falling behind on Amazon?

Benchmark your digital shelf against top sellers to find the biggest opportunities to increase sales — and the content gaps behind them.

Run a free audit

Source: Cohley's Amazon Content Benchmarks, August 2026 snapshot. Benchmarks describe the top 10 best sellers in each category — the leaders, not the average listing. Read the methodology.