# SiftHub: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 1 category by 3 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/sifthub

## 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% | 27 | 0% | 3 |

## What the models said for it

- "SiftHub is best for mid-market and enterprise teams with an existing RFx library who want AI to speed up drafting" (Claude Haiku 4.5, RFP response)
- "Good if you want questionnaire automation for sales/security reviews without a heavy enterprise system." (GPT-5.4 mini, RFP response)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 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 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named SiftHub, from 7 of the 7 answers that named it (only the models that return a source list).

### Domains cited

- sifthub.io: 6 (its own site)
- responsive.io: 3
- arphie.ai: 2
- autogenai.com: 2
- autorfp.ai: 2
- capterra.com: 2
- deeprfp.com: 2
- g2.com: 2
- inventive.ai: 2
- softwareadvice.com: 2

### Pages cited

- https://sifthub.io/blog/best-enterprise-rfp-response-software: 3
- https://deeprfp.com/blog/best-rfp-tools-comparison: 2
- https://responsive.io/blog/best-rfp-software: 2
- https://sifthub.io/blog/top-rfi-software-tools: 2
- https://thalamushq.ai/blogs/best-ai-rfp-software: 2
- https://ansarada.com/article/cost-of-rfp-response-mistakes: 1
- https://arphie.ai/blog/state-of-rfp-software-in-2026: 1
- https://arphie.ai/blog/top-5-rfp-tools-for-streamlining-your-proposal-process: 1

## In its own words

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

- Positioning: AI RFP software and deal orchestration platform (https://sifthub.io/)
- For: presales and revenue teams (https://sifthub.io/)
- Price stated: Custom pricing based on team size and usage. (https://sifthub.io/)
- Free plan or trial: Free trial available. (https://sifthub.io/)
- Integrations claimed: 8 (https://www.sifthub.io/features/sift-ai)
- Certifications: SOC 2 Type II, ISO 27001
- Customers named: Sirion, Rocketlane, Allego, Zycus, Activtrak, Superhuman, Whatfix, Congruent Solutions

## What it publishes

Every page sifthub.io exposes, read 2026-09-29: 650 addresses. By kind, pages and the last 90 days:

- blog: 317 pages, 27 in the last 90 days, latest 2026-08-20
- case study: 12 pages, 0 in the last 90 days, latest 2026-03-03
- conference or event: 14 pages, 0 in the last 90 days, latest 2025-11-06
- report or ebook: 4 pages, 0 in the last 90 days, latest undated
- comparison: 27 pages, 5 in the last 90 days, latest 2026-08-10
- template or tool: 6 pages, 0 in the last 90 days, latest 2026-03-24
- glossary or explainer: 170 pages, 0 in the last 90 days, latest 2026-05-11
- podcast or video: 26 pages, 0 in the last 90 days, latest undated
- Recent: 2026-08-20 blog: Rfp best practices https://www.sifthub.io/blog/rfp-best-practices
- Recent: 2026-08-20 blog: Rfp process https://www.sifthub.io/blog/rfp-process
- Recent: 2026-08-20 blog: Sdr meaning sales https://www.sifthub.io/blog/sdr-meaning-sales
- Recent: 2026-08-10 comparison: Autogenai alternatives https://www.sifthub.io/blog/autogenai-alternatives
- Recent: 2026-08-10 blog: Best enterprise rfp response software https://www.sifthub.io/blog/best-enterprise-rfp-response-software
- Recent: 2026-08-10 blog: Proposal rfp response workflow software https://www.sifthub.io/blog/proposal-rfp-response-workflow-software

## 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.