E-commerce
AI mentions in answers to 3 questions
2025-12-30
199
Brands
366
Sources
3
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 (31.2%), Brand Rankings
Brands mentioned by AI models, ranked by share of voice
| # | Brand | Voice | Position | Mentions | AI |
|---|---|---|---|---|---|
| 1 |
|
100.0%★
|
1★ | 13.1% (165)★ |
|
| 2 |
|
31.2%★
|
2★ | 5.9% (74)★ |
|
| 3 |
|
12.2%★
|
7★ | 3.1% (39)★ |
|
| 4 |
|
8.8%★
|
9★ | 2.3% (29)★ |
|
| 5 |
|
6.5%★
|
7★ | 2.1% (27)★ |
|
| 6 |
|
4.7%★
|
11★ | 1.7% (21)★ |
|
| 7 |
|
3.4%★
|
4★ | 1.5% (19)★ |
|
| 8 |
|
3.3%★
|
10★ | 1.1% (14)★ |
|
| 9 |
|
3.2%★
|
56★ | 2.0% (25)★ |
|
| 10 |
|
3.2%★
|
17★ | 1.4% (18)★ |
|
| 11 |
|
2.8%★
|
32★ | 1.4% (18)★ |
|
| 12 |
Statista
product
|
2.8%★
|
40★ | 1.9% (24)★ |
|
| 13 |
Shoptalk
event
|
2.6%★
|
66★ | 1.7% (21)★ |
|
| 14 |
|
2.5%★
|
20★ | 1.2% (15)★ |
|
| 15 |
|
2.4%★
|
14★ | 0.8% (10)★ |
|
| 16 |
r/ecommerce
organization
|
2.2%★
|
59★ | 1.3% (17)★ |
|
| 17 |
eTail
event
|
2.0%★
|
69★ | 1.3% (17)★ |
|
| 18 |
|
1.9%★
|
5★ | 1.0% (13)★ |
|
| 19 |
|
1.7%★
|
11★ | 0.6% (8)★ |
|
| 20 |
CommerceNext
event
|
1.7%★
|
66★ | 1.0% (13)★ |
|
| 21 |
Shopify Community
organization
|
1.6%★
|
56★ | 0.9% (12)★ |
|
| 22 |
|
1.6%★
|
23★ | 0.8% (10)★ |
|
| 23 |
/r/ecommerce
organization
|
1.5%★
|
66★ | 0.9% (11)★ |
|
| 24 |
Modern Retail
organization
|
1.5%★
|
73★ | 0.9% (12)★ |
|
| 25 |
eMarketer
product
|
1.4%★
|
17★ | 1.2% (15)★ |
|
| 26 |
|
1.4%★
|
38★ | 0.9% (11)★ |
|
| 27 |
Retail Dive
organization
|
1.4%★
|
74★ | 0.9% (12)★ |
|
| 28 |
|
1.3%★
|
13★ | 0.6% (7)★ |
|
| 29 |
|
1.3%★
|
72★ | 0.9% (11)★ |
|
| 30 |
Digital Commerce 360
organization
|
1.3%★
|
73★ | 0.9% (11)★ |
|
| 31 |
|
1.3%★
|
33★ | 1.1% (14)★ |
|
| 32 |
|
1.3%★
|
18★ | 0.6% (8)★ |
|
| 33 |
Neil Patel
person
|
1.3%★
|
57★ | 0.7% (9)★ |
|
| 34 |
|
1.2%★
|
35★ | 0.7% (9)★ |
|
| 35 |
|
1.1%★
|
18★ | 0.8% (10)★ |
|
| 36 |
|
1.0%★
|
32★ | 0.6% (7)★ |
|
| 37 |
|
0.9%★
|
12★ | 0.6% (8)★ |
|
| 38 |
|
0.8%★
|
35★ | 0.5% (6)★ |
|
| 39 |
|
0.8%★
|
9★ | 0.5% (6)★ |
|
| 40 |
|
0.8%★
|
63★ | 0.5% (6)★ |
|
| 41 |
|
0.8%★
|
37★ | 0.5% (6)★ |
|
| 42 |
|
0.7%★
|
54★ | 0.5% (6)★ |
|
| 43 |
Tobi Lütke
person
|
0.7%★
|
56★ | 0.4% (5)★ |
|
| 44 |
|
0.7%★
|
20★ | 0.6% (8)★ |
|
| 45 |
|
0.7%★
|
19★ | 0.3% (4)★ |
|
| 46 |
|
0.7%★
|
56★ | 0.7% (9)★ |
|
| 47 |
|
0.7%★
|
25★ | 0.6% (8)★ |
|
| 48 |
Google Analytics
product
|
0.7%★
|
60★ | 0.6% (8)★ |
|
| 49 |
|
0.6%★
|
6★ | 0.4% (5)★ |
|
| 50 |
Flexport
product
|
0.6%★
|
27★ | 0.3% (4)★ |
|
| 51 |
Ezra Firestone
person
|
0.6%★
|
72★ | 0.6% (8)★ |
|
| 52 |
|
0.6%★
|
44★ | 0.6% (7)★ |
|
| 53 |
r/shopify
organization
|
0.5%★
|
83★ | 0.6% (8)★ |
|
| 54 |
Statista E-commerce
product
|
0.5%★
|
49★ | 0.5% (6)★ |
|
| 55 |
|
0.5%★
|
27★ | 0.5% (6)★ |
|
| 56 |
|
0.5%★
|
44★ | 0.3% (4)★ |
|
| 57 |
|
0.5%★
|
36★ | 0.3% (4)★ |
|
| 58 |
Nik Sharma
person
|
0.5%★
|
63★ | 0.3% (4)★ |
|
| 59 |
Hotjar
product
|
0.4%★
|
63★ | 0.5% (6)★ |
|
| 60 |
|
0.4%★
|
83★ | 0.5% (6)★ |
|
| 61 |
|
0.4%★
|
24★ | 0.3% (4)★ |
|
| 62 |
|
0.4%★
|
87★ | 0.5% (6)★ |
|
| 63 |
|
0.4%★
|
55★ | 0.5% (6)★ |
|
| 64 |
|
0.4%★
|
30★ | 0.4% (5)★ |
|
| 65 |
|
0.4%★
|
76★ | 0.5% (6)★ |
|
| 66 |
|
0.4%★
|
46★ | 0.4% (5)★ |
|
| 67 |
Optimizely
product
|
0.3%★
|
66★ | 0.4% (5)★ |
|
| 68 |
|
0.3%★
|
21★ | 0.3% (4)★ |
|
| 69 |
Ahrefs
product
|
0.3%★
|
50★ | 0.3% (4)★ |
|
| 70 |
|
0.3%★
|
31★ | 0.3% (4)★ |
|
| 71 |
Richard Lazazzera
person
|
0.3%★
|
75★ | 0.4% (5)★ |
|
| 72 |
|
0.3%★
|
70★ | 0.3% (4)★ |
|
| 73 |
|
0.3%★
|
38★ | 0.5% (6)★ |
|
| 74 |
Ecommerce Platforms
product
|
0.3%★
|
81★ | 2.7% (34)★ |
|
| 75 |
Adobe Summit
event
|
0.3%★
|
94★ | 0.4% (5)★ |
|
| 76 |
|
0.3%★
|
41★ | 0.3% (4)★ |
|
| 77 |
|
0.3%★
|
42★ | 0.3% (4)★ |
|
| 78 |
Algolia
product
|
0.3%★
|
64★ | 0.3% (4)★ |
|
| 79 |
Baymard Institute
product
|
0.3%★
|
88★ | 0.3% (4)★ |
|
| 80 |
|
0.3%★
|
21★ | 0.2% (3)★ |
|
| 81 |
|
0.3%★
|
57★ | 0.3% (4)★ |
|
| 82 |
|
0.3%★
|
62★ | 0.3% (4)★ |
|
| 83 |
|
0.3%★
|
61★ | 0.3% (4)★ |
|
| 84 |
|
0.2%★
|
34★ | 0.2% (3)★ |
|
| 85 |
|
0.2%★
|
42★ | 0.2% (3)★ |
|
| 86 |
TikTok for Business
product
|
0.2%★
|
44★ | 0.2% (3)★ |
|
| 87 |
Mixpanel
product
|
0.2%★
|
63★ | 0.2% (3)★ |
|
| 88 |
Segment
product
|
0.2%★
|
69★ | 0.2% (3)★ |
|
| 89 |
|
0.2%★
|
50★ | 0.3% (4)★ |
|
| 90 |
BigCommerce Community
organization
|
0.2%★
|
82★ | 0.2% (3)★ |
|
| 91 |
|
0.2%★
|
29★ | 0.2% (2)★ |
|
| 92 |
|
0.2%★
|
99★ | 0.2% (3)★ |
|
| 93 |
|
0.2%★
|
32★ | 0.2% (2)★ |
|
| 94 |
|
0.2%★
|
53★ | 0.2% (2)★ |
|
| 95 |
|
0.2%★
|
26★ | 0.2% (3)★ |
|
| 96 |
Google Ads
product
|
0.1%★
|
50★ | 0.2% (2)★ |
|
| 97 |
SEMrush
product
|
0.1%★
|
52★ | 0.2% (2)★ |
|
| 98 |
VWO
product
|
0.1%★
|
67★ | 0.2% (2)★ |
|
| 99 |
|
0.1%★
|
57★ | 0.2% (2)★ |
|
| 100 |
|
0.1%★
|
58★ | 0.2% (2)★ |
|
| 101 |
Andy Jassy
person
|
0.1%★
|
72★ | 0.2% (2)★ |
|
| 102 |
Marc Lore
person
|
0.1%★
|
77★ | 0.2% (2)★ |
|
| 103 |
|
0.1%★
|
74★ | 0.2% (2)★ |
|
| 104 |
Gretta van Riel
person
|
0.1%★
|
23★ | 0.2% (2)★ |
|
| 105 |
NRF Big Show
event
|
0.1%★
|
42★ | 0.2% (2)★ |
|
| 106 |
|
0.1%★
|
70★ | 0.1% (1)★ |
|
| 107 |
IRCE
event
|
0.1%★
|
60★ | 0.6% (7)★ |
|
| 108 |
NRF: Retail's Big Show
event
|
0.1%★
|
36★ | 0.1% (1)★ |
|
| 109 |
|
0.1%★
|
17★ | 0.5% (6)★ |
|
| 110 |
My Wife Quit Her Job
product
|
0.0%★
|
103★ | 0.4% (5)★ |
|
| 111 |
|
0.0%★
|
36★ | 0.3% (4)★ |
|
| 112 |
|
0.0%★
|
22★ | 0.2% (3)★ |
|
| 113 |
|
0.0%★
|
62★ | 0.3% (4)★ |
|
| 114 |
/r/shopify
organization
|
0.0%★
|
92★ | 0.3% (4)★ |
|
| 115 |
|
0.0%★
|
81★ | 0.2% (3)★ |
|
| 116 |
2X eCommerce
product
|
0.0%★
|
106★ | 0.2% (3)★ |
|
| 117 |
eCommerce Times
organization
|
0.0%★
|
87★ | 0.2% (3)★ |
|
| 118 |
|
0.0%★
|
25★ | 0.2% (2)★ |
|
| 119 |
|
0.0%★
|
123★ | 0.6% (7)★ |
|
| 120 |
Google Analytics 4
product
|
0.0%★
|
45★ | 0.2% (2)★ |
|
| 121 |
Gary Vaynerchuk
person
|
0.0%★
|
57★ | 0.2% (2)★ |
|
| 122 |
Shopify Editions
event
|
0.0%★
|
90★ | 0.2% (2)★ |
|
| 123 |
Shopify Community Forums
organization
|
0.0%★
|
107★ | 0.2% (2)★ |
|
| 124 |
Google Trends
product
|
0.0%★
|
108★ | 0.2% (2)★ |
|
| 125 |
Kurt Elster
person
|
0.0%★
|
104★ | 0.3% (4)★ |
|
| 126 |
|
0.0%★
|
67★ | 0.2% (3)★ |
|
| 127 |
|
0.0%★
|
68★ | 0.2% (3)★ |
|
| 128 |
|
0.0%★
|
11★ | 0.2% (2)★ |
|
| 129 |
|
0.0%★
|
114★ | 0.2% (3)★ |
|
| 130 |
Shopify Unite
event
|
0.0%★
|
139★ | 0.2% (3)★ |
|
| 131 |
Prosper Show
event
|
0.0%★
|
137★ | 0.2% (3)★ |
|
| 132 |
|
0.0%★
|
103★ | 0.2% (3)★ |
|
| 133 |
|
0.0%★
|
96★ | 0.2% (3)★ |
|
| 134 |
|
0.0%★
|
47★ | 0.2% (2)★ |
|
| 135 |
Crazy Egg
product
|
0.0%★
|
58★ | 0.2% (2)★ |
|
| 136 |
|
0.0%★
|
37★ | 0.2% (2)★ |
|
| 137 |
Canva
product
|
0.0%★
|
46★ | 0.2% (2)★ |
|
| 138 |
|
0.0%★
|
87★ | 0.2% (2)★ |
|
| 139 |
|
0.0%★
|
153★ | 0.2% (2)★ |
|
| 140 |
Seamless
event
|
0.0%★
|
162★ | 0.2% (2)★ |
|
| 141 |
WebRetailer
organization
|
0.0%★
|
179★ | 0.2% (2)★ |
|
| 142 |
RetailWire
product
|
0.0%★
|
180★ | 0.2% (2)★ |
|
| 143 |
Chain Store Age
product
|
0.0%★
|
174★ | 0.2% (2)★ |
|
| 144 |
Retail TouchPoints
product
|
0.0%★
|
176★ | 0.2% (2)★ |
|
| 145 |
Beast of Ecom
product
|
0.0%★
|
187★ | 0.2% (2)★ |
|
| 146 |
Moz
product
|
0.0%★
|
81★ | 0.2% (2)★ |
|
| 147 |
Ecommerce Influence
event
|
0.0%★
|
102★ | 0.2% (2)★ |
|
| 148 |
|
0.0%★
|
136★ | 0.2% (2)★ |
|
| 149 |
|
0.0%★
|
21★ | 0.1% (1)★ |
|
| 150 |
|
0.0%★
|
38★ | 0.1% (1)★ |
|
| 151 |
|
0.0%★
|
22★ | 0.1% (1)★ |
|
| 152 |
|
0.0%★
|
34★ | 0.1% (1)★ |
|
| 153 |
Andrew Chen
person
|
0.0%★
|
124★ | 0.1% (1)★ |
|
| 154 |
Rand Fishkin
person
|
0.0%★
|
127★ | 0.1% (1)★ |
|
| 155 |
Tanner Larsson
person
|
0.0%★
|
133★ | 0.1% (1)★ |
|
| 156 |
Jason & Lauren Vande Brake
person
|
0.0%★
|
135★ | 0.1% (1)★ |
|
| 157 |
Drew Sanocki
person
|
0.0%★
|
138★ | 0.1% (1)★ |
|
| 158 |
|
0.0%★
|
141★ | 0.1% (1)★ |
|
| 159 |
|
0.0%★
|
147★ | 0.1% (1)★ |
|
| 160 |
|
0.0%★
|
151★ | 0.1% (1)★ |
|
| 161 |
Seller Sessions
event
|
0.0%★
|
165★ | 0.1% (1)★ |
|
| 162 |
DTC Newsletter Community
organization
|
0.0%★
|
170★ | 0.1% (1)★ |
|
| 163 |
Growth Marketing Pro
organization
|
0.0%★
|
173★ | 0.1% (1)★ |
|
| 164 |
Warrior Forum
organization
|
0.0%★
|
177★ | 0.1% (1)★ |
|
| 165 |
Digital Point
organization
|
0.0%★
|
178★ | 0.1% (1)★ |
|
| 166 |
The Verge
product
|
0.0%★
|
183★ | 0.1% (1)★ |
|
| 167 |
Niche Pursuits
product
|
0.0%★
|
186★ | 0.1% (1)★ |
|
| 168 |
eCommerce Influence Podcast
product
|
0.0%★
|
188★ | 0.1% (1)★ |
|
| 169 |
eCommerceFuel Podcast
product
|
0.0%★
|
181★ | 0.1% (1)★ |
|
| 170 |
Davie Fogarty
person
|
0.0%★
|
189★ | 0.1% (1)★ |
|
| 171 |
Arie Scherson
product
|
0.0%★
|
190★ | 0.1% (1)★ |
|
| 172 |
McKinsey Retail Insights
product
|
0.0%★
|
192★ | 0.1% (1)★ |
|
| 173 |
Gartner E-Commerce
product
|
0.0%★
|
193★ | 0.1% (1)★ |
|
| 174 |
Figma
product
|
0.0%★
|
48★ | 0.1% (1)★ |
|
| 175 |
Adobe Creative Cloud
product
|
0.0%★
|
51★ | 0.1% (1)★ |
|
| 176 |
Loox
product
|
0.0%★
|
52★ | 0.1% (1)★ |
|
| 177 |
Drip
product
|
0.0%★
|
70★ | 0.1% (1)★ |
|
| 178 |
Facebook Ads Manager
product
|
0.0%★
|
73★ | 0.1% (1)★ |
|
| 179 |
Pinterest Ads
product
|
0.0%★
|
74★ | 0.1% (1)★ |
|
| 180 |
Impact
product
|
0.0%★
|
82★ | 0.1% (1)★ |
|
| 181 |
ShareASale
product
|
0.0%★
|
84★ | 0.1% (1)★ |
|
| 182 |
Refersion
product
|
0.0%★
|
86★ | 0.1% (1)★ |
|
| 183 |
Tanner J. Fox
person
|
0.0%★
|
91★ | 0.1% (1)★ |
|
| 184 |
Austin Rabin
person
|
0.0%★
|
97★ | 0.1% (1)★ |
|
| 185 |
Beast of E-commerce
person
|
0.0%★
|
98★ | 0.1% (1)★ |
|
| 186 |
Jordan Welch
person
|
0.0%★
|
100★ | 0.1% (1)★ |
|
| 187 |
Perpetual Traffic
event
|
0.0%★
|
105★ | 0.1% (1)★ |
|
| 188 |
/r/FulfillmentByAmazon
organization
|
0.0%★
|
164★ | 0.1% (1)★ |
|
| 189 |
Fast Track FBA
organization
|
0.0%★
|
116★ | 0.1% (1)★ |
|
| 190 |
|
0.0%★
|
146★ | 0.1% (1)★ |
|
| 191 |
|
0.0%★
|
149★ | 0.1% (1)★ |
|
| 192 |
|
0.0%★
|
150★ | 0.1% (1)★ |
|
| 193 |
|
0.0%★
|
152★ | 0.1% (1)★ |
|
| 194 |
|
0.0%★
|
155★ | 0.1% (1)★ |
|
| 195 |
|
0.0%★
|
157★ | 0.1% (1)★ |
|
| 196 |
|
0.0%★
|
159★ | 0.1% (1)★ |
|
| 197 |
|
0.0%★
|
168★ | 0.1% (1)★ |
|
| 198 |
|
0.0%★
|
169★ | 0.1% (1)★ |
|
| 199 |
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0.0%★
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171★ | 0.1% (1)★ |
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Per-Question Reports
View detailed rankings for each individual question
1
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.
2
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.
3
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.
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 199 unique brands mentioned across 5 AI models.
How many web sources were detected?
AI models cited 366 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), Amazon (organization,product), BigCommerce (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.