Subcategory · AI Citation Index
Who AI is citing in Point of Sale
Stripe Terminal is the only POS brand earning measurable AI citations, scoring 78 across 22 tracked products.
Brands tracked
22
Avg AEO score
78/100
Citation coverage
0%
of brands cited at least once
Dominant brands
0
cited > 50% of queries
Discovery stage
The shortlist
When buyers ask AI for the best Point of Sale software
No discovery-stage prompts have been scored against this category yet — once the shortlist cron runs, this section will surface which brands AI cites most.
Evaluation stage
The battleground
How brands fare on comparison queries · category median 57/100
Stripe Terminal is the sole brand logged in comparison queries, averaging 57 across 3 head-to-head evaluations—the median for the category. No other product cleared the threshold for structured evaluation tracking. This suggests most POS vendors remain invisible to frontier models during buyer research.
Each brand's evaluation score averages how AI responds to head-to-head comparison queries that mention them. Above-median brands win their comparisons more often than they lose.
Trends
Over the last 12 months
Two months of audit data (March–April 2026) show category average rising from 72 to 74. Stripe Terminal climbed 6 points in that window, but sample sizes are small (1 and 3 prompts respectively). Too few audits to establish a reliable trend.
Editorial picks
Brands worth watching
Stripe Terminal
The only POS product with recorded citation scores—78 overall, 57 in direct comparisons. Stripe Terminal's developer-first positioning and API-native architecture likely give it stronger presence in LLM training corpora than legacy POS systems.
Read brand profile →Clover
Fiserv's Clover is a featured candidate but shows no citation score, indicating it appears in some AI outputs yet fails to dominate or win head-to-head evaluations. The brand's SMB footprint has not translated to AI mindshare.
Read brand profile →Boulevard
Boulevard targets salons and spas with vertical POS software. Featured-candidate status without a score suggests niche mentions in context-specific queries, but insufficient volume to register in broad category audits.
Read brand profile →DoorDash for Merchants
DoorDash's merchant-facing POS tooling earns a featured slot despite no citation score. Likely surfaces in restaurant-tech queries but competes with delivery-platform context rather than standalone POS evaluation.
Read brand profile →FAQ
Point of Sale questions, answered
Which POS system does AI recommend most often?+
How does Stripe Terminal perform in head-to-head POS comparisons?+
Are there vertical-specific POS brands in the AI citation pool?+
Is AI citation growing for POS software?+
Why is POS shortlist coverage 0% when 22 brands are tracked?+
Related
More in Commerce
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