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Subcategory · AI Citation Index

Payment Processing

Payment processing shows clear tier separation: Stripe Terminal and PayPal dominate shortlists above 60%, followed by Adyen and Checkout.com in the mid-tier (45-60%), then established players like Worldpay and QuickBooks at 40-41%. The universal model_diversity=4 across all top brands indicates strong cross-model agreement on category leaders, suggesting these platforms meet diverse evaluation criteria consistently. Chargebee's 35% shortlist rate positions it as a specialized contender, likely for subscription-focused use cases.

181 discovery queries · 254 head-to-heads · refreshed Sep 24, 2026

Discovery stage

The shortlist

Across 181 buyer-style "Payment Processing" queries

16%31%46%61%76%Coverage — share of discovery prompts where the brand surfaces67%73%80%86%93%Engine diversity

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X = coverage across discovery prompts · Y = engine diversity · Bubble size = total mentions
Tracked acrossChatGPT,Gemini,Claude

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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
7/7
2Paypal
7/7
3Adyen
6/7
4Worldpay
4/7
5Quickbooks
4/7
1HoneyBook
5/5
2Stripe
5/5
3Quickbooks
5/5
4Wave
5/5
5Paypal
5/5
1Stripe
5/5
2Paypal
5/5
3checkout.com
5/5
4Adyen
5/5
5Stripe Billing
4/5
1Adyen
5/5
2Stripe
5/5
3Paypal
5/5
4checkout.com
5/5
5Tipalti
5/5
1Clover
4/4
2Stripe Terminal
4/4
3Adyen
4/4
4Worldpay
4/4
5Stripe
4/4
1Stripe
4/4
2Adyen
4/4
3Bill
4/4
4Quickbooks
4/4
5Paypal
3/4
1Stripe
4/4
2Chargebee
4/4
3Recurly
4/4
4Stripe Radar
4/4
5Kount
4/4
1Stripe
4/4
2Paypal
4/4
3Adyen
4/4
4Worldpay
3/4
5Stripe Billing
3/4
≥50% cited
25–49%
<25%
Topics are discovery-stage prompt clusters · payment-processing

Evaluation stage

Head-to-head

How often AI cites each brand across uniform category evaluation prompts · median 5/100

0255075100Evaluation citation rate — % of category evaluation prompts citing this brand08162331Evaluation prompts cited inmedian citation ratemedian exposure

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X = evaluation citation rate · Y = evaluation prompts cited in · Bubble size = citation exposure
Median citation rate 5/100

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.

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