--- title: "How AI answer engines name Ethoca" description: "Last 28 days: named in 7 of 479 answers (1.5%) to buyer questions about Fintech, down 2.0 points from the 28 days before." canonical: "https://paralabs.ai/brands/ethoca" last-updated: "2026-11-06" --- # How AI answer engines name Ethoca > Across 1,888 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Fintech between May 10, 2026 and November 6, 2026, Ethoca was named in 35 (1.9%). Last 28 days: named in 7 of 479 answers (1.5%) to buyer questions about Fintech, down 2.0 points from the 28 days before. - URL: https://paralabs.ai/brands/ethoca - Data through: November 6, 2026 - Domain profile: [ethoca.com](https://machinerelations.ai/index/domains/ethoca.com) ## By engine Answers each engine gave to buyer questions about Fintech, and how many of them named Ethoca. | Engine | Named | Answers | Rate | | --- | ---: | ---: | ---: | | ChatGPT | 3 | 442 | 0.7% | | Claude | 5 | 442 | 1.1% | | Gemini | 25 | 400 | 6.3% | | Perplexity | 2 | 442 | 0.5% | | Google AI Mode | 0 | 119 | 0.0% | | Google AI Overviews | 0 | 43 | 0.0% | ## By question type The same answers, split by the shape of the buyer question. | Question type | Named | Answers | Rate | | --- | ---: | ---: | ---: | | Best-of | 0 | 234 | 0.0% | | Ranked list | 0 | 230 | 0.0% | | Head-to-head | 1 | 230 | 0.4% | | Is it worth it | 1 | 233 | 0.4% | | How to choose | 1 | 231 | 0.4% | | Problem first | 32 | 230 | 13.9% | | News | 0 | 500 | 0.0% | ## Week by week Ethoca was named in at least one answer in 8 of the 18 weeks on record; the latest was the week of October 19, 2026. Each week's answers to buyer questions about Fintech, Monday to Sunday, newest first, and how many of them named Ethoca. The questions asked can differ from one week to the next. | Week of | Named | Answers | Rate | | --- | ---: | ---: | ---: | | October 26, 2026 | 0 | 135 | 0.0% | | October 19, 2026 | 5 | 168 | 3.0% | | October 12, 2026 | 2 | 178 | 1.1% | | October 5, 2026 | 5 | 179 | 2.8% | | September 28, 2026 | 5 | 168 | 3.0% | | September 14, 2026 | 5 | 92 | 5.4% | | September 7, 2026 | 7 | 192 | 3.6% | | August 31, 2026 | 5 | 192 | 2.6% | | August 24, 2026 | 1 | 84 | 1.2% | | June 29, 2026 | 0 | 48 | 0.0% | | June 22, 2026 | 0 | 40 | 0.0% | | June 15, 2026 | 0 | 54 | 0.0% | | June 8, 2026 | 0 | 52 | 0.0% | | June 1, 2026 | 0 | 34 | 0.0% | | May 25, 2026 | 0 | 110 | 0.0% | | May 18, 2026 | 0 | 111 | 0.0% | | May 11, 2026 | 0 | 48 | 0.0% | | May 4, 2026 (from May 10, 2026) | 0 | 3 | 0.0% | ## Named first When an answer named Ethoca alongside another brand in this record, it was named first in 12 of 28 (42.9%). ## Named alongside - [Stripe](https://paralabs.ai/brands/stripe): named together in 28 answers - [Sift](https://paralabs.ai/brands/sift): named together in 16 answers - [Signifyd](https://paralabs.ai/brands/signifyd): named together in 14 answers - [Zendesk](https://paralabs.ai/brands/zendesk): named together in 4 answers - [BigCommerce](https://paralabs.ai/brands/bigcommerce): named together in 1 answer - [Checkout.com](https://paralabs.ai/brands/checkout-com): named together in 1 answer - [IXOPAY](https://paralabs.ai/brands/ixopay): named together in 1 answer - [PostHog](https://paralabs.ai/brands/posthog): named together in 1 answer ## Other sources the engines cited when they named Ethoca Domains other than Ethoca's own sites, ranked by the number of answers that named Ethoca and cited each domain. Own-site citations are shown separately below. | Domain | Answers | | --- | ---: | | [chargeflow.io](https://machinerelations.ai/index/domains/chargeflow.io) | 8 | | [chargeback.io](https://machinerelations.ai/index/domains/chargeback.io) | 3 | | [guideflow.com](https://machinerelations.ai/index/domains/guideflow.com) | 3 | | [recovraflow.com](https://machinerelations.ai/index/domains/recovraflow.com) | 3 | | [seon.io](https://machinerelations.ai/index/domains/seon.io) | 3 | | [accertify.com](https://machinerelations.ai/index/domains/accertify.com) | 2 | | [akurateco.com](https://machinerelations.ai/index/domains/akurateco.com) | 2 | | [avoided.io](https://machinerelations.ai/index/domains/avoided.io) | 2 | | [chargebackgurus.com](https://machinerelations.ai/index/domains/chargebackgurus.com) | 2 | | [chargebacks911.com](https://machinerelations.ai/index/domains/chargebacks911.com) | 2 | Ethoca's own site ([ethoca.com](https://machinerelations.ai/index/domains/ethoca.com)) was cited in 1 of 35 (2.9%). Across every answer run in the Machine Relations Index, not only the answers that named Ethoca, ethoca.com was cited in 2 of 36,708 (0.01%), by 1 of the 6 engines it observes. The Index is still collecting evidence on ethoca.com before it grades or ranks it. Across every Fintech buyer question, not only the answers that named Ethoca, the Machine Relations Index ranks [which sources AI engines cite for Fintech questions](https://machinerelations.ai/index/categories/fintech). ## How this is measured Names are matched case-sensitively from each brand's own homepage title, in answers stored by the Machine Relations Index. Only derived counts are published here; no answer text is. A brand appears only once it has been named in at least 10 answers on 7 separate days. A name match counts a mention. It does not count a recommendation, and it does not measure sentiment. Categories are the Index's buyer-question categories. Source: [Machine Relations Index](https://machinerelations.ai/machine-relations-index). ## FAQ ### Does ChatGPT recommend Ethoca? ChatGPT named Ethoca in 3 of 442 answers (0.7%) to buyer questions about Fintech between May 10, 2026 and November 6, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed Ethoca. ### Which sources do AI engines cite when they mention Ethoca? Excluding Ethoca's own sites, the domains cited most often in answers that named Ethoca were chargeflow.io (8 answers), chargeback.io (3 answers) and guideflow.com (3 answers). Ethoca's own site (ethoca.com) was cited in 1 of 35 (2.9%). ### Which AI engine names Ethoca most often? Gemini, at 6.3%: it named Ethoca in 25 of 400 answers to buyer questions about Fintech. ## Machine-readable related links - Primary concept: [AI brand visibility](https://paralabs.ai/brands) - Related brand: [How AI answer engines name Stripe](https://paralabs.ai/brands/stripe) - Related brand: [How AI answer engines name Sift](https://paralabs.ai/brands/sift) - Related brand: [How AI answer engines name Signifyd](https://paralabs.ai/brands/signifyd) - Source data: [Machine Relations Index](https://machinerelations.ai/machine-relations-index) - Research index: [Para Labs brand index](https://paralabs.ai/brands) - Machine manifest: [Para Labs machine manifest](https://paralabs.ai/machine-manifest.json)