E-commerce
AI mentions in answer for 1 question: "What are the best E-commerce options available today? Please provide a comprehensive overview including: the leading brands and products, top companies and service providers, recognized experts and thought leaders, promising startups and new market entrants, major industry events and conferences, active communities and forums, and influential publications and media covering this space."
2025-12-30
114
Brands
174
Sources
1
Questions
5
AI Models
About This Report
This report was generated for brands and citations mentioned in answers about E-commerce from 5 AI models (namely: Perplexity Sonar (with search) (latest), Anthropic Claude Sonnet (latest),
OpenAI ChatGPT Latest,
Google Gemini Flash (latest), X.AI Grok (latest)). AI models were asked the following questions:
- "What are the best E-commerce options available today? Please provide a comprehensive overview including: the leading brands and products, top companies and service providers, recognized experts and thought leaders, promising startups and new market entrants, major industry events and conferences, active communities and forums, and influential publications and media covering this space." (view report)
- "If I'm looking to get into E-commerce, who and what should I know about? Include the most trusted brands, recommended products and services, reputable companies and providers, influential experts and reviewers to follow, helpful communities and resources, important events and conferences, notable startups disrupting the space, and key publications and media channels to stay informed." (view report)
- "What does the E-commerce industry look like right now? Identify the dominant market leaders and brands, best products and services, key companies and providers, influential figures and thought leaders, emerging startups and trends, major conferences and events, active professional communities, and the top publications and media that cover this industry." (view report)
Shopify (100.0%), 
Amazon (13.7%), Brand Rankings
Brands mentioned by AI models, ranked by share of voice
| # | Brand | Voice | Position | Mentions | AI |
|---|---|---|---|---|---|
| 1 |
|
100.0%★
|
1★ | 14.0% (61)★ |
|
| 2 |
|
21.7%★
|
3★ | 4.6% (20)★ |
|
| 3 |
|
13.7%★
|
12★ | 5.3% (23)★ |
|
| 4 |
WooCommerce
product
|
12.4%★
|
5★ | 3.0% (13)★ |
|
| 5 |
|
6.7%★
|
5★ | 1.6% (7)★ |
|
| 6 |
|
6.5%★
|
7★ | 1.6% (7)★ |
|
| 7 |
|
5.0%★
|
13★ | 2.1% (9)★ |
|
| 8 |
|
4.7%★
|
5★ | 1.4% (6)★ |
|
| 9 |
eCommerceFuel
organization
|
4.1%★
|
30★ | 2.3% (10)★ |
|
| 10 |
|
3.9%★
|
14★ | 1.6% (7)★ |
|
| 11 |
CommerceNext
event
|
3.1%★
|
32★ | 1.6% (7)★ |
|
| 12 |
|
3.1%★
|
18★ | 1.4% (6)★ |
|
| 13 |
Shoptalk
event
|
2.9%★
|
31★ | 1.6% (7)★ |
|
| 14 |
eTail
event
|
2.6%★
|
33★ | 1.4% (6)★ |
|
| 15 |
|
2.6%★
|
29★ | 1.1% (5)★ |
|
| 16 |
|
2.5%★
|
16★ | 1.1% (5)★ |
|
| 17 |
|
2.5%★
|
13★ | 1.1% (5)★ |
|
| 18 |
r/ecommerce
organization
|
2.5%★
|
36★ | 1.4% (6)★ |
|
| 19 |
|
2.1%★
|
14★ | 1.4% (6)★ |
|
| 20 |
|
2.1%★
|
3★ | 0.9% (4)★ |
|
| 21 |
Practical Ecommerce
product
|
2.1%★
|
38★ | 1.1% (5)★ |
|
| 22 |
Neil Patel
person
|
1.8%★
|
27★ | 0.9% (4)★ |
|
| 23 |
|
1.6%★
|
6★ | 0.9% (4)★ |
|
| 24 |
|
1.5%★
|
9★ | 0.7% (3)★ |
|
| 25 |
|
1.5%★
|
23★ | 1.1% (5)★ |
|
| 26 |
|
1.4%★
|
11★ | 0.9% (4)★ |
|
| 27 |
|
1.2%★
|
16★ | 0.9% (4)★ |
|
| 28 |
Hotjar
product
|
1.0%★
|
33★ | 0.9% (4)★ |
|
| 29 |
|
1.0%★
|
12★ | 0.7% (3)★ |
|
| 30 |
Ecommerce Platforms
product
|
0.9%★
|
44★ | 6.2% (27)★ |
|
| 31 |
|
0.9%★
|
38★ | 0.7% (3)★ |
|
| 32 |
|
0.9%★
|
10★ | 0.5% (2)★ |
|
| 33 |
Google Analytics
product
|
0.8%★
|
32★ | 0.7% (3)★ |
|
| 34 |
|
0.8%★
|
20★ | 0.7% (3)★ |
|
| 35 |
Ezra Firestone
person
|
0.8%★
|
36★ | 0.7% (3)★ |
|
| 36 |
|
0.8%★
|
22★ | 0.7% (3)★ |
|
| 37 |
|
0.7%★
|
25★ | 0.7% (3)★ |
|
| 38 |
|
0.7%★
|
27★ | 0.7% (3)★ |
|
| 39 |
|
0.7%★
|
27★ | 0.7% (3)★ |
|
| 40 |
|
0.7%★
|
29★ | 0.7% (3)★ |
|
| 41 |
|
0.7%★
|
30★ | 0.7% (3)★ |
|
| 42 |
Shopify Blog
product
|
0.7%★
|
50★ | 0.7% (3)★ |
|
| 43 |
|
0.7%★
|
32★ | 0.7% (3)★ |
|
| 44 |
|
0.7%★
|
32★ | 0.7% (3)★ |
|
| 45 |
|
0.7%★
|
31★ | 0.7% (3)★ |
|
| 46 |
r/shopify
organization
|
0.6%★
|
48★ | 0.7% (3)★ |
|
| 47 |
|
0.6%★
|
18★ | 0.7% (3)★ |
|
| 48 |
|
0.6%★
|
17★ | 0.5% (2)★ |
|
| 49 |
Adobe Summit
event
|
0.4%★
|
45★ | 0.5% (2)★ |
|
| 50 |
BigCommerce Community
organization
|
0.4%★
|
46★ | 0.5% (2)★ |
|
| 51 |
Baymard Institute
product
|
0.4%★
|
40★ | 0.5% (2)★ |
|
| 52 |
BigCommerce Blog
product
|
0.4%★
|
52★ | 0.5% (2)★ |
|
| 53 |
NRF Big Show
event
|
0.3%★
|
21★ | 0.5% (2)★ |
|
| 54 |
Nik Sharma
person
|
0.3%★
|
23★ | 0.5% (2)★ |
|
| 55 |
|
0.1%★
|
14★ | 0.9% (4)★ |
|
| 56 |
|
0.1%★
|
15★ | 0.7% (3)★ |
|
| 57 |
My Wife Quit Her Job
product
|
0.1%★
|
56★ | 0.7% (3)★ |
|
| 58 |
Statista E-commerce
product
|
0.0%★
|
52★ | 0.5% (2)★ |
|
| 59 |
IRCE
event
|
0.0%★
|
44★ | 0.5% (2)★ |
|
| 60 |
|
0.0%★
|
25★ | 0.5% (2)★ |
|
| 61 |
|
0.0%★
|
26★ | 0.5% (2)★ |
|
| 62 |
|
0.0%★
|
31★ | 0.5% (2)★ |
|
| 63 |
|
0.0%★
|
34★ | 0.5% (2)★ |
|
| 64 |
|
0.0%★
|
35★ | 0.5% (2)★ |
|
| 65 |
|
0.0%★
|
36★ | 0.5% (2)★ |
|
| 66 |
Optimizely
product
|
0.0%★
|
39★ | 0.5% (2)★ |
|
| 67 |
Segment
product
|
0.0%★
|
41★ | 0.5% (2)★ |
|
| 68 |
|
0.0%★
|
45★ | 0.5% (2)★ |
|
| 69 |
Kurt Elster
person
|
0.0%★
|
54★ | 0.5% (2)★ |
|
| 70 |
Richard Lazazzera
person
|
0.0%★
|
55★ | 0.5% (2)★ |
|
| 71 |
|
0.0%★
|
61★ | 0.5% (2)★ |
|
| 72 |
|
0.0%★
|
62★ | 0.5% (2)★ |
|
| 73 |
|
0.0%★
|
64★ | 0.5% (2)★ |
|
| 74 |
|
0.0%★
|
68★ | 0.5% (2)★ |
|
| 75 |
Internet Retailer
product
|
0.0%★
|
73★ | 0.5% (2)★ |
|
| 76 |
A Better Lemonade Stand
product
|
0.0%★
|
56★ | 0.5% (2)★ |
|
| 77 |
Seamless
event
|
0.0%★
|
77★ | 0.5% (2)★ |
|
| 78 |
WebRetailer
organization
|
0.0%★
|
90★ | 0.5% (2)★ |
|
| 79 |
eMarketer
product
|
0.0%★
|
91★ | 0.5% (2)★ |
|
| 80 |
RetailWire
product
|
0.0%★
|
93★ | 0.5% (2)★ |
|
| 81 |
|
0.0%★
|
13★ | 0.2% (1)★ |
|
| 82 |
Crazy Egg
product
|
0.0%★
|
40★ | 0.2% (1)★ |
|
| 83 |
Andrew Chen
person
|
0.0%★
|
50★ | 0.2% (1)★ |
|
| 84 |
Rand Fishkin
person
|
0.0%★
|
52★ | 0.2% (1)★ |
|
| 85 |
Tanner Larsson
person
|
0.0%★
|
57★ | 0.2% (1)★ |
|
| 86 |
Jason & Lauren Vande Brake
person
|
0.0%★
|
58★ | 0.2% (1)★ |
|
| 87 |
Drew Sanocki
person
|
0.0%★
|
59★ | 0.2% (1)★ |
|
| 88 |
|
0.0%★
|
63★ | 0.2% (1)★ |
|
| 89 |
|
0.0%★
|
65★ | 0.2% (1)★ |
|
| 90 |
|
0.0%★
|
66★ | 0.2% (1)★ |
|
| 91 |
|
0.0%★
|
67★ | 0.2% (1)★ |
|
| 92 |
Shopify Unite
event
|
0.0%★
|
74★ | 0.2% (1)★ |
|
| 93 |
Prosper Show
event
|
0.0%★
|
79★ | 0.2% (1)★ |
|
| 94 |
Seller Sessions
event
|
0.0%★
|
80★ | 0.2% (1)★ |
|
| 95 |
Shopify Community Forums
organization
|
0.0%★
|
83★ | 0.2% (1)★ |
|
| 96 |
DTC Newsletter Community
organization
|
0.0%★
|
85★ | 0.2% (1)★ |
|
| 97 |
Growth Marketing Pro
organization
|
0.0%★
|
86★ | 0.2% (1)★ |
|
| 98 |
Warrior Forum
organization
|
0.0%★
|
88★ | 0.2% (1)★ |
|
| 99 |
Digital Point
organization
|
0.0%★
|
89★ | 0.2% (1)★ |
|
| 100 |
Chain Store Age
product
|
0.0%★
|
94★ | 0.2% (1)★ |
|
| 101 |
Retail TouchPoints
product
|
0.0%★
|
95★ | 0.2% (1)★ |
|
| 102 |
The Verge
product
|
0.0%★
|
96★ | 0.2% (1)★ |
|
| 103 |
Oberlo Blog
product
|
0.0%★
|
99★ | 0.2% (1)★ |
|
| 104 |
Niche Pursuits
product
|
0.0%★
|
101★ | 0.2% (1)★ |
|
| 105 |
eCommerce Influence Podcast
product
|
0.0%★
|
102★ | 0.2% (1)★ |
|
| 106 |
The Unofficial Shopify Podcast
product
|
0.0%★
|
103★ | 0.2% (1)★ |
|
| 107 |
2X eCommerce
product
|
0.0%★
|
105★ | 0.2% (1)★ |
|
| 108 |
Davie Fogarty
person
|
0.0%★
|
106★ | 0.2% (1)★ |
|
| 109 |
Wholesale Ted
product
|
0.0%★
|
107★ | 0.2% (1)★ |
|
| 110 |
Arie Scherson
product
|
0.0%★
|
108★ | 0.2% (1)★ |
|
| 111 |
Beast of Ecom
product
|
0.0%★
|
109★ | 0.2% (1)★ |
|
| 112 |
McKinsey Retail Insights
product
|
0.0%★
|
111★ | 0.2% (1)★ |
|
| 113 |
Gartner E-Commerce
product
|
0.0%★
|
112★ | 0.2% (1)★ |
|
| 114 |
Forrester Research
product
|
0.0%★
|
113★ | 0.2% (1)★ |
|
More Reports
View Aggregate Report (All 3 Questions)Frequently Asked Questions
What is this AI Mentions Report about?
This report analyzes how AI chatbots like Perplexity Sonar (with search) (latest), Anthropic Claude Sonnet (latest), OpenAI ChatGPT Latest, Google Gemini Flash (latest), X.AI Grok (latest) respond to questions related to E-commerce. It identifies which brands, products, and organizations are mentioned most frequently and measures their share of voice in AI responses.
What questions were analyzed in this report?
This report analyzed answers to 3 questions:
- "What are the best E-commerce options available today? Please provide a comprehensive overview including: the leading brands and products, top companies and service providers, recognized experts and thought leaders, promising startups and new market entrants, major industry events and conferences, active communities and forums, and influential publications and media covering this space." (view report)
- "If I'm looking to get into E-commerce, who and what should I know about? Include the most trusted brands, recommended products and services, reputable companies and providers, influential experts and reviewers to follow, helpful communities and resources, important events and conferences, notable startups disrupting the space, and key publications and media channels to stay informed." (view report)
- "What does the E-commerce industry look like right now? Identify the dominant market leaders and brands, best products and services, key companies and providers, influential figures and thought leaders, emerging startups and trends, major conferences and events, active professional communities, and the top publications and media that cover this industry." (view report)
How many brands were analyzed in this report?
This report analyzed 114 unique brands mentioned across 5 AI models.
How many web sources were detected?
AI models cited 174 unique web sources (domains) when answering questions.
Which brands are mentioned most by AI models?
The top 3 most mentioned brands are Shopify (organization,product), BigCommerce (organization,product), Amazon (organization,product), based on analysis of 5 AI model responses.
How many AI models were analyzed?
This report analyzed responses from 5 AI models: Perplexity Sonar (with search) (latest), Anthropic Claude Sonnet (latest), OpenAI ChatGPT Latest, Google Gemini Flash (latest), X.AI Grok (latest).
What does "Share of Voice" mean and how is it calculated?
Share of Voice (Voice %) measures brand prominence across AI models.
Formula: Share of Voice = Model Coverage × Quality Score
Where:
• Model Coverage = Sum of normalized weights for models mentioning the brand
• Quality Score = Prominence / Max Prominence in dataset
• Prominence = Mentions × (1 / log₂(Position + 1))
Model weights (based on Monthly Active Users):
• OpenAI ChatGPT Latest: 900M MAU (~54.1% weight)
• Google Gemini Flash (latest): 650M MAU (~39.1% weight)
• Perplexity Sonar (with search) (latest): 45M MAU (~2.7% weight)
• X.AI Grok (latest): 39M MAU (~2.3% weight)
• Anthropic Claude Sonnet (latest): 30M MAU (~1.8% weight)
Brands appearing in top positions across high-traffic models achieve higher Share of Voice.
Formula: Share of Voice = Model Coverage × Quality Score
Where:
• Model Coverage = Sum of normalized weights for models mentioning the brand
• Quality Score = Prominence / Max Prominence in dataset
• Prominence = Mentions × (1 / log₂(Position + 1))
Model weights (based on Monthly Active Users):
• OpenAI ChatGPT Latest: 900M MAU (~54.1% weight)
• Google Gemini Flash (latest): 650M MAU (~39.1% weight)
• Perplexity Sonar (with search) (latest): 45M MAU (~2.7% weight)
• X.AI Grok (latest): 39M MAU (~2.3% weight)
• Anthropic Claude Sonnet (latest): 30M MAU (~1.8% weight)
Brands appearing in top positions across high-traffic models achieve higher Share of Voice.