AI Visibility Index for
E-Commerce Brands
AI Visibility Index for
E-Commerce Brands
See which e-commerce and retail brands AI actually recommends
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For the week of 2 Feb 2026 - 8 Feb 2026
Top 3 E-Commerce Brands in Musical Instruments
Musical Instruments covers everything from pianos to recording gear. Since sound is hard to judge online, shoppers rely on AI to compare acoustic profiles, analyze reviews, and ensure instruments meet performance needs.
1st
Yamaha
66.7%
Visibility Score
2nd
Pioneer DJ
33.4%
Visibility Score
3rd
Ibanez
33.4%
Visibility Score
Visibility score shows how often the merchant is mentioned in LLM responses over time. Higher score indicates greater visibility.
Find out your e-commerce brand's AI ranking
Top 10 E-Commerce Stores in Musical Instruments
Discover your brand's AI Visibility, Ranking, and Sentiment scores across AI shopping platforms using Parcel Perform's proprietary engine.
| Visibility Rank | Brand | Visibility | LLM Ranking | Brand Trust |
|---|---|---|---|---|
1st | Yamaha | 66.7% | 22.8% | 1.4 |
2nd | Pioneer DJ | 33.4% | 28.3% | 2.7 |
3rd | Ibanez | 33.4% | 21.2% | 1.4 |
4th |  Gibson | 33.4% | 23.6% | 2.3 |
5th |  Casio | 33.4% | 24.9% | 1.4 |
6th |  Numark | 33.4% | 26.2% | 1.6 |
7th |  Roland | 33.4% | 24.6% | 2.1 |
8th |  Fender | 33.4% | 23.9% | 2.2 |
9th |  Taylor | 22.3% | 20.3% | 1.4 |
10th |  Native Instruments | 22.3% | 24.0% | 2.2 |
Find out your e-commerce brand's AI ranking
AI Commerce Visibility:
Found by AI. Chosen by Shoppers.
AI Commerce Visibility:
Found by AI. Chosen by Shoppers.
Generic AI visibility doesn't drive e-commerce sales. Turn your brand, products, and delivery experience into #1 AI mentions.
Top 3 Product Categories in Musical Instruments
Explore the top product categories using Parcel Perform's proprietary engine to analyze real questions shoppers ask AI, and see exactly which brands are winning visibility.
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![[Hero Image][AI Commerce Visibility] Banner - Hero Image](https://images.ctfassets.net/s384oqk42kco/7hDhASdisAZBVhwZhIqxfo/11dc4a341ac95f800ca751ccbda8b3d4/ai-commerce-hero-image.png?w=960&q=100)
Top Prompts in Musical Instruments
These sample prompts are generated by Parcel Perform's proprietary engine, utilizing our database of real, e-commerce relevant questions that shoppers ask AI platforms.
Your prompts deserve a deeper look
Our full report includes a tailored analysis that goes beyond what's shown here
Get Your Custom InsightsE-Commerce Sectors We Track
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What is AI Commerce Visibility?
AI Commerce Visibility measures how well your e-commerce brand shows up, gets ranked, and is recommended when shoppers use AI to research, compare, and decide what to buy.
Measure your AI Visibility across
Gemini
Perplexity
ChatGPT
More AI platforms coming soon...