# Arphie: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 8 judge labels across 1 category by 8 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/arphie

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [RFP response software](https://www.gane.ai/index/gtm/sales/rfp-response-software/index.md) | 0% | 18 | 0% | 8 |

## What the models said for it

- "Stick to tools specifically designed for RFP workflows, such as Loopio, Qvidian, or Arphie/1up" (Mistral Small, RFP response)
- "Strong focus on answer trust, live company data connections, and reviewer transparency" (Gemini 3.5 Flash, RFP response)
- "Compare Arphie and Inventive AI if you want to minimize manual library maintenance" (GPT-6 Luna, RFP response)
- "Choose Arphie when defensible, citation-backed AI responses matter most." (Perplexity Sonar, RFP response)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 1 | 0 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Arphie, from 26 of the 26 answers that named it (only the models that return a source list).

### Domains cited

- arphie.ai: 16 (its own site)
- responsive.io: 16
- sifthub.io: 11
- loopio.com: 9
- rocketdocs.com: 8
- autogenai.com: 7
- autorfp.ai: 7
- deeprfp.com: 7
- cobl.ai: 6
- inventive.ai: 6

### Pages cited

- https://arphie.ai/blog/top-5-rfp-tools-for-streamlining-your-proposal-process: 11
- https://responsive.io/blog/best-rfp-software: 7
- https://cobl.ai/blog/best-rfp-software: 6
- https://sifthub.io/blog/best-enterprise-rfp-response-software: 6
- https://thedigitalprojectmanager.com/tools/best-rfp-software-reviewed: 6
- https://gartner.com/reviews/market/rfp-response-management-applications: 5
- https://learn.g2.com/best-rfp-software: 5
- https://1up.ai/blog/the-best-rfp-software-buyers-guide: 4

## In its own words

What Arphie's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Arphie is an AI-native platform that automates responses to RFPs, security questionnaires, and DDQs for sales, presales, security, and investor relations teams. (https://arphie.ai/)
- For: GTM teams (https://arphie.ai/)
- Integrations claimed: 7 (https://arphie.ai/)
- Certifications: SOC 2 Type II
- Customers named: Cyberhaven, Recorded Future, BillingPlatform, Betterworks, Ivo, OfficeSpace Software

## What it publishes

Every page arphie.ai exposes, read 2026-09-29: 627 addresses. By kind, pages and the last 90 days:

- blog: 107 pages, 0 in the last 90 days, latest undated
- case study: 13 pages, 0 in the last 90 days, latest undated
- conference or event: 1 pages, 0 in the last 90 days, latest undated
- comparison: 16 pages, 0 in the last 90 days, latest undated
- template or tool: 6 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 393 pages, 0 in the last 90 days, latest undated

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.