---
title: "How AI answer engines name Napier AI"
description: "Napier AI was named in 16 of 2,000 AI answers (0.8%) to Fintech buyer questions, tied for the 31st highest share of 45 brands listed."
canonical: "https://paralabs.ai/brands/napier-ai"
last-updated: "2026-11-09"
---

# How AI answer engines name Napier AI

> Across 2,000 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Fintech between May 10, 2026 and November 9, 2026, Napier AI was named in 16 (0.8%). That share is tied for the 31st highest of the 45 brands this record lists under Fintech. Among engines and question types with at least 100 answers, Napier AI was named most on Perplexity, 2.5% (12 of 477), and least on ChatGPT, 0.0% (0 of 477); most on "Ranked list" questions, 5.9% (15 of 253), and least on "Best-of" questions, 0.0% (0 of 256).

- URL: https://paralabs.ai/brands/napier-ai
- Data through: November 9, 2026
- Domain profile: [napier.ai](https://machinerelations.ai/index/domains/napier.ai)

## By engine

Answers each engine gave to buyer questions about Fintech, and how many of them named Napier AI.

| Engine | Named | Answers | Rate |
| --- | ---: | ---: | ---: |
| ChatGPT | 0 | 477 | 0.0% |
| Claude | 3 | 477 | 0.6% |
| Gemini | 1 | 400 | 0.3% |
| Perplexity | 12 | 477 | 2.5% |
| Google AI Mode | 0 | 124 | 0.0% |
| Google AI Overviews | 0 | 45 | 0.0% |

## By question type

The same answers, split by the shape of the buyer question.

| Question type | Named | Answers | Rate |
| --- | ---: | ---: | ---: |
| Best-of | 0 | 256 | 0.0% |
| Ranked list | 15 | 253 | 5.9% |
| Head-to-head | 0 | 230 | 0.0% |
| Is it worth it | 0 | 256 | 0.0% |
| How to choose | 0 | 253 | 0.0% |
| Problem first | 0 | 252 | 0.0% |
| News | 1 | 500 | 0.2% |

## Question types within each engine

The same home-category sample, separated by engine and question type. Named counts a name match, not an endorsement. Zero means no name match in the stored answers shown; an omitted type has no stored answers, not a zero mention rate. These pooled historical counts are not a controlled engine comparison: prompts, models, collection routes and sampling frequencies can differ. They are not buyer demand or a movement measure.

### ChatGPT

| Question type | Named | Answers | Rate |
| --- | ---: | ---: | ---: |
| Best-of | 0 | 66 | 0.0% |
| Ranked list | 0 | 65 | 0.0% |
| Head-to-head | 0 | 58 | 0.0% |
| Is it worth it | 0 | 66 | 0.0% |
| How to choose | 0 | 65 | 0.0% |
| Problem first | 0 | 65 | 0.0% |
| News | 0 | 92 | 0.0% |

### Claude

| Question type | Named | Answers | Rate |
| --- | ---: | ---: | ---: |
| Best-of | 0 | 66 | 0.0% |
| Ranked list | 3 | 65 | 4.6% |
| Head-to-head | 0 | 58 | 0.0% |
| Is it worth it | 0 | 66 | 0.0% |
| How to choose | 0 | 65 | 0.0% |
| Problem first | 0 | 65 | 0.0% |
| News | 0 | 92 | 0.0% |

### Gemini

| Question type | Named | Answers | Rate |
| --- | ---: | ---: | ---: |
| Best-of | 0 | 52 | 0.0% |
| Ranked list | 0 | 51 | 0.0% |
| Head-to-head | 0 | 51 | 0.0% |
| Is it worth it | 0 | 52 | 0.0% |
| How to choose | 0 | 51 | 0.0% |
| Problem first | 0 | 51 | 0.0% |
| News | 1 | 92 | 1.1% |

### Perplexity

| Question type | Named | Answers | Rate |
| --- | ---: | ---: | ---: |
| Best-of | 0 | 66 | 0.0% |
| Ranked list | 12 | 65 | 18.5% |
| Head-to-head | 0 | 58 | 0.0% |
| Is it worth it | 0 | 66 | 0.0% |
| How to choose | 0 | 65 | 0.0% |
| Problem first | 0 | 65 | 0.0% |
| News | 0 | 92 | 0.0% |

### Google AI Mode

| Question type | Named | Answers | Rate |
| --- | ---: | ---: | ---: |
| Best-of | 0 | 4 | 0.0% |
| Ranked list | 0 | 4 | 0.0% |
| Head-to-head | 0 | 3 | 0.0% |
| Is it worth it | 0 | 4 | 0.0% |
| How to choose | 0 | 4 | 0.0% |
| Problem first | 0 | 4 | 0.0% |
| News | 0 | 101 | 0.0% |

### Google AI Overviews

| Question type | Named | Answers | Rate |
| --- | ---: | ---: | ---: |
| Best-of | 0 | 2 | 0.0% |
| Ranked list | 0 | 3 | 0.0% |
| Head-to-head | 0 | 2 | 0.0% |
| Is it worth it | 0 | 2 | 0.0% |
| How to choose | 0 | 3 | 0.0% |
| Problem first | 0 | 2 | 0.0% |
| News | 0 | 31 | 0.0% |

## Week by week

Napier AI was named in at least one answer in 9 of the 19 weeks on record; the latest was the week of November 9, 2026.

Each week's answers to buyer questions about Fintech, Monday to Sunday, newest first, and how many of them named Napier AI. The questions asked can differ from one week to the next.

| Week of | Named | Answers | Rate |
| --- | ---: | ---: | ---: |
| November 9, 2026 (through November 9, 2026) | 2 | 112 | 1.8% |
| October 26, 2026 | 3 | 135 | 2.2% |
| October 19, 2026 | 2 | 168 | 1.2% |
| October 12, 2026 | 2 | 178 | 1.1% |
| October 5, 2026 | 1 | 179 | 0.6% |
| September 28, 2026 | 1 | 168 | 0.6% |
| September 14, 2026 | 0 | 92 | 0.0% |
| September 7, 2026 | 3 | 192 | 1.6% |
| August 31, 2026 | 1 | 192 | 0.5% |
| August 24, 2026 | 0 | 84 | 0.0% |
| June 29, 2026 | 0 | 48 | 0.0% |
| June 22, 2026 | 0 | 40 | 0.0% |
| June 15, 2026 | 0 | 54 | 0.0% |
| June 8, 2026 | 1 | 52 | 1.9% |
| 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 Napier AI alongside another brand in this record, it was named first in 2 of 15 (13.3%).

## Named alongside

- [Unit21](https://paralabs.ai/brands/unit21): named together in 13 answers
- [NICE Actimize](https://paralabs.ai/brands/nice-actimize): named together in 6 answers
- [LexisNexis](https://paralabs.ai/brands/lexisnexis): named together in 2 answers

## Other sources the engines cited when they named Napier AI

Domains other than Napier AI's own sites, ranked by the number of answers that named Napier AI and cited each domain. Own-site citations are shown separately below.

| Domain | Answers |
| --- | ---: |
| [flagright.com](https://machinerelations.ai/index/domains/flagright.com) | 11 |
| [shuftipro.com](https://machinerelations.ai/index/domains/shuftipro.com) | 8 |
| [sphinxhq.com](https://machinerelations.ai/index/domains/sphinxhq.com) | 7 |
| [complyadvantage.com](https://machinerelations.ai/index/domains/complyadvantage.com) | 6 |
| [fraudio.com](https://machinerelations.ai/index/domains/fraudio.com) | 6 |
| [amlwatcher.com](https://machinerelations.ai/index/domains/amlwatcher.com) | 5 |
| [fintechspecs.com](https://machinerelations.ai/index/domains/fintechspecs.com) | 5 |
| [sumsub.com](https://machinerelations.ai/index/domains/sumsub.com) | 5 |
| [zigram.tech](https://machinerelations.ai/index/domains/zigram.tech) | 5 |
| [alessa.com](https://machinerelations.ai/index/domains/alessa.com) | 4 |

Napier AI's own site ([napier.ai](https://machinerelations.ai/index/domains/napier.ai)) was cited in 1 of 16 (6.3%).

Across every answer run in the Machine Relations Index, not only the answers that named Napier AI, napier.ai was cited in 1 of 37,536 (0.00%), by 1 of the 6 engines it observes. The Index is still collecting evidence on napier.ai before it grades or ranks it.

Across every Fintech buyer question, not only the answers that named Napier AI, 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. Window-to-window brand movement is unmeasured. The stored counts do not establish unchanged prompts, collection instruments and sampling weights across periods. Historical counts and weekly rows are descriptive, not a matched trend. Source: [Machine Relations Index](https://machinerelations.ai/machine-relations-index).

## FAQ

### Does ChatGPT recommend Napier AI?

ChatGPT did not name Napier AI in any of its 477 answers to buyer questions about Fintech between May 10, 2026 and November 9, 2026.

### Which sources do AI engines cite when they mention Napier AI?

Excluding Napier AI's own sites, the domains cited most often in answers that named Napier AI were flagright.com (11 answers), shuftipro.com (8 answers) and sphinxhq.com (7 answers). Napier AI's own site (napier.ai) was cited in 1 of 16 (6.3%).

### Which AI engine names Napier AI most often?

Perplexity, at 2.5%: it named Napier AI in 12 of 477 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 Unit21](https://paralabs.ai/brands/unit21)
- Related brand: [How AI answer engines name NICE Actimize](https://paralabs.ai/brands/nice-actimize)
- Related brand: [How AI answer engines name LexisNexis](https://paralabs.ai/brands/lexisnexis)
- 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)