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AIVO Meridian · AI Recommendation Quotient

Business payment providers — USA

Which payment provider the AI assistants actually recommend to a US business at the point of decision, across a multi-turn buying conversation covering fees, in-person and online payments, and ease of setup.

Based on 540 multi-turn probe conversations — 20 providers, each probed across 3 assistants × 3 buyer lenses × 3 repeats. ARQ (0–100) = 50% recommendation at the decision + 25% resilience under challenge + 25% head-to-head.  ·  Updated Aug 2026 — next refresh Nov 2026.

Recommended above awareness — picked more than named. Converts.
Awareness above recommendation — known, not chosen.
Broadly level — within ±5 pts; noise.
#BrandRecommended
@ decision
ARQKnown
(unprompted)
Linkage Gap
1Square83.3%81.0100.0%+16.7Get report →
2Shopify Payments44.4%60.685.2%+40.7Get report →
3Helcim42.6%55.633.3%-9.3Get report →
4Stripe33.3%45.4100.0%+66.7Get report →
5Stax20.4%30.618.5%-1.9Get report →
6PayPal20.4%25.092.6%+72.2Get report →
7Adyen7.4%23.614.8%+7.4Get report →
8Braintree14.8%20.818.5%+3.7Get report →
9SumUp9.3%19.40.0%-9.3Get report →
10QuickBooks Payments9.3%19.422.2%+13.0Get report →
11Toast9.3%16.73.7%-5.6Get report →
12National Processing13.0%14.47.4%-5.6Get report →
13Chase Payment Solutions7.4%12.00.0%-7.4Get report →
14Amazon Pay3.7%11.60.0%-3.7Get report →
15Clover9.3%11.618.5%+9.3Get report →
16Nuvei1.9%9.30.0%-1.9Get report →
17Worldpay5.6%8.30.0%-5.6Get report →
18Elavon1.9%6.90.0%-1.9Get report →
19Authorize.net7.4%6.529.6%+22.2Get report →
20Checkout.com5.6%6.00.0%-5.6Get report →
Recommended @ decision — how often the assistant's actual final recommendation was this brand (partial credit for the shortlist). Known (unprompted) — named in the opening answer without prompting. Linkage Gap — Known − Recommended; read by magnitude (±5 = noise).

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These rankings are not the views or opinions of AIVO Meridian. They are results derived from multi-turn conversations with large language models (ChatGPT, Perplexity and Gemini), measured August 2026 and scored by our documented method. AIVO Meridian holds no opinion on which brands or products are better than others. AI models change, so results reflect the period tested and are refreshed periodically. This ranking is generated from 540 multi-turn probe conversations. Provided for information only — not advice or a recommendation to buy. Brand names are the property of their respective owners; their inclusion is comparative and implies no association or endorsement. For a more detailed, personalised analysis, please get in touch.