Category · AI Citation Index

Commerce

Commerce tooling remains highly fragmented across payment processing, ERP, and fulfillment layers. Stripe's 37% shortlist rate reflects its position as default payment infrastructure, while NetSuite (33%) anchors enterprise back-office operations. The presence of Point (29%) and PayPal (24%) signals ongoing competition in payment rails. Mid-tier players like ShipBob (11%) and Brightpearl (10%) address operational gaps in fulfillment and inventory management, suggesting buyers assemble multi-vendor stacks rather than adopting unified platforms.

827 discovery queries · 496 head-to-heads · refreshed Jul 13, 2026

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Score shifts, new entrants, citation gaps — every Monday.

Signal by intent

By topic

Top 5 most-cited brands per intent cluster. Brands with zero citations in a topic are not shown.

1Stripe
21/37
2Square
19/37
3Netsuite
18/37
4POINT
15/37
5Microsoft
12/37
1Netsuite
9/23
2Microsoft
7/23
3Stripe
6/23
4PayPal
6/23
5POINT
6/23
1Focused
11/13
2BigCommerce
8/13
3Channels
8/13
4Dashboard
6/13
5WooCommerce
6/13
1Focused
8/10
2BigCommerce
8/10
3Salesforce
7/10
4Channels
7/10
5Netsuite
6/10
1POINT
5/7
2Route
3/7
3Square
2/7
4Stripe
2/7
5PayPal
2/7
1Zoho Expense
7/7
2Linnworks
6/7
3Netsuite
6/7
4Brightpearl
5/7
5POINT
5/7
1Netsuite
5/7
2POINT
2/7
3Default
2/7
4Microsoft
2/7
5Channels
2/7
1BigCommerce
7/7
2WooCommerce
6/7
3Focused
5/7
4Channels
5/7
5Square
5/7
≥50% cited
25–49%
<25%
Topics are discovery-stage prompt clusters · commerce

Evaluation stage

Head-to-head

How often AI cites each brand across uniform category evaluation prompts · median 3/100

0255075100Evaluation citation rate — % of category evaluation prompts citing this brand015304459Evaluation prompts cited inmedian citation ratemedian exposure

Hover or click a logo to see brand details

X = evaluation citation rate · Y = evaluation prompts cited in · Bubble size = citation exposure
Median citation rate 3/100

Each brand's score is the share of category evaluation prompts where AI cited them across all four engines — the same prompt pool for every brand. Brands above the median citation rate have stronger presence in evaluation-stage queries.

Citation sources

Where AI pulls citations from

1000 citations captured across Commerce prompt runs.

Vendor pages

174

Product, help, and marketing pages from tracked vendors

Independent sources

170

Reviews, encyclopedias, forums, press — not vendor-owned

Buyer questions

What AI cites for top Commerce questions

Most-cited prompts across the buyer journey. Click any prompt to see the actual URLs AI engines link to.

Discovery

Buyers exploring the category

Evaluation

Buyers comparing options

Conversion

Buyers ready to buy

Drill down

Subcategories

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