E-commerce
AI mentions in answer for 1 question: "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."
2025-12-30
110
Brands
189
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%), Brand Rankings
Brands mentioned by AI models, ranked by share of voice
| # | Brand | Voice | Position | Mentions | AI |
|---|---|---|---|---|---|
| 1 |
|
100.0%★
|
1★ | 22.4% (71)★ |
|
| 2 |
|
7.1%★
|
5★ | 3.5% (11)★ |
|
| 3 |
|
6.9%★
|
5★ | 3.2% (10)★ |
|
| 4 |
|
3.6%★
|
2★ | 2.5% (8)★ |
|
| 5 |
Klaviyo
product
|
2.8%★
|
13★ | 2.2% (7)★ |
|
| 6 |
|
2.7%★
|
3★ | 2.2% (7)★ |
|
| 7 |
|
2.3%★
|
7★ | 1.6% (5)★ |
|
| 8 |
Shoptalk
event
|
1.6%★
|
32★ | 1.9% (6)★ |
|
| 9 |
|
1.6%★
|
9★ | 1.3% (4)★ |
|
| 10 |
Shopify Community
organization
|
1.2%★
|
29★ | 1.3% (4)★ |
|
| 11 |
|
1.2%★
|
10★ | 0.9% (3)★ |
|
| 12 |
Practical Ecommerce
organization
|
1.1%★
|
34★ | 1.3% (4)★ |
|
| 13 |
|
1.0%★
|
10★ | 1.3% (4)★ |
|
| 14 |
eCommerceFuel
organization
|
0.9%★
|
11★ | 1.9% (6)★ |
|
| 15 |
|
0.9%★
|
4★ | 0.9% (3)★ |
|
| 16 |
|
0.9%★
|
16★ | 1.3% (4)★ |
|
| 17 |
|
0.9%★
|
25★ | 1.6% (5)★ |
|
| 18 |
|
0.9%★
|
19★ | 0.9% (3)★ |
|
| 19 |
Mailchimp
product
|
0.8%★
|
19★ | 1.3% (4)★ |
|
| 20 |
eTail
event
|
0.8%★
|
45★ | 1.6% (5)★ |
|
| 21 |
Modern Retail
organization
|
0.8%★
|
35★ | 0.9% (3)★ |
|
| 22 |
Ahrefs
product
|
0.8%★
|
22★ | 1.3% (4)★ |
|
| 23 |
Retail Dive
organization
|
0.8%★
|
36★ | 0.9% (3)★ |
|
| 24 |
|
0.7%★
|
32★ | 1.3% (4)★ |
|
| 25 |
Yotpo
product
|
0.7%★
|
25★ | 1.3% (4)★ |
|
| 26 |
|
0.7%★
|
22★ | 1.3% (4)★ |
|
| 27 |
Ezra Firestone
person
|
0.6%★
|
39★ | 1.3% (4)★ |
|
| 28 |
Google Analytics
product
|
0.6%★
|
26★ | 0.9% (3)★ |
|
| 29 |
Optimizely
product
|
0.5%★
|
29★ | 0.9% (3)★ |
|
| 30 |
Shopify Blog
organization
|
0.5%★
|
43★ | 0.9% (3)★ |
|
| 31 |
/r/ecommerce
organization
|
0.4%★
|
10★ | 0.9% (3)★ |
|
| 32 |
|
0.4%★
|
8★ | 0.6% (2)★ |
|
| 33 |
|
0.4%★
|
11★ | 0.6% (2)★ |
|
| 34 |
|
0.4%★
|
12★ | 0.6% (2)★ |
|
| 35 |
|
0.4%★
|
14★ | 0.6% (2)★ |
|
| 36 |
|
0.4%★
|
15★ | 0.6% (2)★ |
|
| 37 |
TikTok for Business
product
|
0.3%★
|
18★ | 0.6% (2)★ |
|
| 38 |
Hotjar
product
|
0.3%★
|
28★ | 0.6% (2)★ |
|
| 39 |
Mixpanel
product
|
0.3%★
|
27★ | 0.6% (2)★ |
|
| 40 |
SEMrush
product
|
0.3%★
|
24★ | 0.6% (2)★ |
|
| 41 |
VWO
product
|
0.3%★
|
30★ | 0.6% (2)★ |
|
| 42 |
|
0.3%★
|
12★ | 0.6% (2)★ |
|
| 43 |
Gretta van Riel
person
|
0.3%★
|
9★ | 0.6% (2)★ |
|
| 44 |
Richard Lazazzera
person
|
0.3%★
|
41★ | 0.6% (2)★ |
|
| 45 |
A Better Lemonade Stand
organization
|
0.3%★
|
42★ | 0.6% (2)★ |
|
| 46 |
|
0.3%★
|
40★ | 0.6% (2)★ |
|
| 47 |
|
0.2%★
|
16★ | 0.6% (2)★ |
|
| 48 |
|
0.2%★
|
32★ | 0.3% (1)★ |
|
| 49 |
|
0.1%★
|
33★ | 0.3% (1)★ |
|
| 50 |
|
0.1%★
|
34★ | 0.3% (1)★ |
|
| 51 |
|
0.1%★
|
35★ | 0.3% (1)★ |
|
| 52 |
|
0.1%★
|
36★ | 0.3% (1)★ |
|
| 53 |
|
0.1%★
|
37★ | 0.3% (1)★ |
|
| 54 |
|
0.0%★
|
5★ | 0.6% (2)★ |
|
| 55 |
Neil Patel
person
|
0.0%★
|
32★ | 0.9% (3)★ |
|
| 56 |
HubSpot
product
|
0.0%★
|
34★ | 0.6% (2)★ |
|
| 57 |
Digital Commerce 360
organization
|
0.0%★
|
46★ | 0.6% (2)★ |
|
| 58 |
Oberlo Blog
organization
|
0.0%★
|
45★ | 0.6% (2)★ |
|
| 59 |
Google Trends
product
|
0.0%★
|
61★ | 0.6% (2)★ |
|
| 60 |
/r/shopify
organization
|
0.0%★
|
19★ | 0.6% (2)★ |
|
| 61 |
Internet Retailer
organization
|
0.0%★
|
71★ | 0.9% (3)★ |
|
| 62 |
|
0.0%★
|
4★ | 0.3% (1)★ |
|
| 63 |
|
0.0%★
|
5★ | 0.3% (1)★ |
|
| 64 |
|
0.0%★
|
6★ | 0.3% (1)★ |
|
| 65 |
|
0.0%★
|
11★ | 0.3% (1)★ |
|
| 66 |
|
0.0%★
|
15★ | 0.3% (1)★ |
|
| 67 |
|
0.0%★
|
20★ | 0.3% (1)★ |
|
| 68 |
|
0.0%★
|
21★ | 0.3% (1)★ |
|
| 69 |
|
0.0%★
|
25★ | 0.3% (1)★ |
|
| 70 |
Canva
product
|
0.0%★
|
26★ | 0.3% (1)★ |
|
| 71 |
Figma
product
|
0.0%★
|
27★ | 0.3% (1)★ |
|
| 72 |
Adobe Creative Cloud
product
|
0.0%★
|
28★ | 0.3% (1)★ |
|
| 73 |
Loox
product
|
0.0%★
|
29★ | 0.3% (1)★ |
|
| 74 |
Crazy Egg
product
|
0.0%★
|
34★ | 0.3% (1)★ |
|
| 75 |
Omnisend
product
|
0.0%★
|
39★ | 0.3% (1)★ |
|
| 76 |
ActiveCampaign
product
|
0.0%★
|
40★ | 0.3% (1)★ |
|
| 77 |
Drip
product
|
0.0%★
|
42★ | 0.3% (1)★ |
|
| 78 |
Google Ads
product
|
0.0%★
|
43★ | 0.3% (1)★ |
|
| 79 |
Facebook Ads Manager
product
|
0.0%★
|
44★ | 0.3% (1)★ |
|
| 80 |
Pinterest Ads
product
|
0.0%★
|
45★ | 0.3% (1)★ |
|
| 81 |
Moz
product
|
0.0%★
|
49★ | 0.3% (1)★ |
|
| 82 |
Impact
product
|
0.0%★
|
50★ | 0.3% (1)★ |
|
| 83 |
ShareASale
product
|
0.0%★
|
51★ | 0.3% (1)★ |
|
| 84 |
Refersion
product
|
0.0%★
|
52★ | 0.3% (1)★ |
|
| 85 |
Tanner J. Fox
person
|
0.0%★
|
55★ | 0.3% (1)★ |
|
| 86 |
Wholesale Ted
person
|
0.0%★
|
58★ | 0.3% (1)★ |
|
| 87 |
Austin Rabin
person
|
0.0%★
|
59★ | 0.3% (1)★ |
|
| 88 |
Beast of E-commerce
person
|
0.0%★
|
60★ | 0.3% (1)★ |
|
| 89 |
Jordan Welch
person
|
0.0%★
|
61★ | 0.3% (1)★ |
|
| 90 |
Ecommerce Influence
event
|
0.0%★
|
62★ | 0.3% (1)★ |
|
| 91 |
0.0%★
|
63★ | 0.3% (1)★ |
|
|
| 92 |
Perpetual Traffic
event
|
0.0%★
|
64★ | 0.3% (1)★ |
|
| 93 |
Fast Track FBA
organization
|
0.0%★
|
67★ | 0.3% (1)★ |
|
| 94 |
eCommerce Times
organization
|
0.0%★
|
69★ | 0.3% (1)★ |
|
| 95 |
BigCommerce Blog
organization
|
0.0%★
|
75★ | 0.3% (1)★ |
|
| 96 |
Prosper Show
event
|
0.0%★
|
80★ | 0.3% (1)★ |
|
| 97 |
Shopify Unite
event
|
0.0%★
|
81★ | 0.3% (1)★ |
|
| 98 |
Shopify Editions
event
|
0.0%★
|
82★ | 0.3% (1)★ |
|
| 99 |
|
0.0%★
|
86★ | 0.3% (1)★ |
|
| 100 |
|
0.0%★
|
87★ | 0.3% (1)★ |
|
| 101 |
|
0.0%★
|
90★ | 0.3% (1)★ |
|
| 102 |
|
0.0%★
|
91★ | 0.3% (1)★ |
|
| 103 |
|
0.0%★
|
92★ | 0.3% (1)★ |
|
| 104 |
|
0.0%★
|
93★ | 0.3% (1)★ |
|
| 105 |
|
0.0%★
|
94★ | 0.3% (1)★ |
|
| 106 |
|
0.0%★
|
96★ | 0.3% (1)★ |
|
| 107 |
|
0.0%★
|
98★ | 0.3% (1)★ |
|
| 108 |
|
0.0%★
|
99★ | 0.3% (1)★ |
|
| 109 |
|
0.0%★
|
100★ | 0.3% (1)★ |
|
| 110 |
|
0.0%★
|
101★ | 0.3% (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 110 unique brands mentioned across 5 AI models.
How many web sources were detected?
AI models cited 189 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), WooCommerce (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.