# Inventive AI: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 15 judge labels across 1 category by 11 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/inventive-ai

## 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% | 15 | 7% | 15 |

## What the models said for it

- "Choose AutoRFP.ai or Inventive AI when speed and low implementation effort matter more than deep governance." (Perplexity Sonar, RFP response)
- "is a strong choice for teams prioritizing AI-generated responses, source citations, and knowledge management." (Muse Glimmer 30B, RFP response)
- "Treat its performance claims as vendor claims; test it on your own past RFPs and source documents." (GPT-6 Luna, RFP response)
- "Explore RFP.ai or Inventive.ai if you want to leverage the latest generative AI trends." (Qwen 3.7 Flash, RFP response)

## And against it

- "reviews suggest it still requires significant manual formatting work and its library pulls from scattered sources" (DeepSeek V4 Flash, 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 | 2 | 1 | 0 | 3 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 1 | 1 | 0 | 2 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| 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 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Inventive AI, from 48 of the 48 answers that named it (only the models that return a source list).

### Domains cited

- responsive.io: 29
- g2.com: 22
- inventive.ai: 19 (its own site)
- loopio.com: 17
- sifthub.io: 17
- arphie.ai: 14
- autorfp.ai: 14
- softwareadvice.com: 12
- techtarget.com: 12
- guideflow.com: 11

### Pages cited

- https://responsive.io/blog/best-rfp-software: 13
- https://guideflow.com/blog/rfp-software: 11
- https://techtarget.com/news/The-top-10-RFP-response-software/848889: 11
- https://arphie.ai/blog/top-5-rfp-tools-for-streamlining-your-proposal-process: 10
- https://g2.com/categories/rfp/f/rfp-response: 10
- https://thedigitalprojectmanager.com/tools/best-rfp-software-reviewed: 10
- https://cobl.ai/blog/best-rfp-software: 8
- https://deeprfp.com/blog/best-rfp-tools-comparison: 8

## In its own words

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

- Positioning: AI RFP software that turns enterprise knowledge into winning responses, helping teams win 50% more RFPs (https://www.inventive.ai/)
- For: sales teams (https://www.inventive.ai/)
- Certifications: GDPR, CCPA, SOC 2 Type II, SOC 1, ISO 27001, PCI DSS
- Customers named: AssetWorks Facilities, Assetworks, Rad AI, HiBob, Ripple, Druva, Cushman & Wakefield, Canary Technologies

## What it publishes

Every page inventive.ai exposes, read 2026-09-29: 733 addresses. By kind, pages and the last 90 days:

- blog: 365 pages, 100 in the last 90 days, latest 2026-09-25
- case study: 3 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 2 pages, 1 in the last 90 days, latest 2026-09-15
- report or ebook: 4 pages, 0 in the last 90 days, latest undated
- comparison: 64 pages, 60 in the last 90 days, latest 2026-09-23
- template or tool: 8 pages, 6 in the last 90 days, latest 2026-09-16
- glossary or explainer: 49 pages, 9 in the last 90 days, latest 2026-09-25
- podcast or video: 9 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-25 blog: Ai hallucination in rfp responses https://www.inventive.ai/blog-posts/ai-hallucination-in-rfp-responses
- Recent: 2026-09-25 blog: Best rfp software https://www.inventive.ai/blog-posts/best-rfp-software
- Recent: 2026-09-25 blog: Rfi scoring template https://www.inventive.ai/blog-posts/rfi-scoring-template
- Recent: 2026-09-25 blog: Rfp email template https://www.inventive.ai/blog-posts/rfp-email-template
- Recent: 2026-09-25 blog: Rfq process understanding https://www.inventive.ai/blog-posts/rfq-process-understanding
- Recent: 2026-09-25 blog: Understanding no bid contracts government contracting https://www.inventive.ai/blog-posts/understanding-no-bid-contracts-government-contracting

## 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.