# Ignition: how AI models rank it, September 2026

GTM AI Recommendation Index, September 2026 Edition. Named in 3 judge labels across 1 categories by 3 of 12 models. Page: https://gtm-ai-index.com/vendors/ignition/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Proposal software | 0% | 23 | 0% | 3 |

## What the models said for it

- "Uniquely tailored for professional service firms (accountants, consultants)" (Qwen 3.7 Flash, Proposals)
- "Ignition — especially if you also want payment and billing workflows." (GPT-5.4 mini, Proposals)

## Record

- Method: https://gtm-ai-index.com/methodology/
- Raw judge labels and full responses: https://gtm-ai-index.com/data/
- License: CC BY 4.0. Cite as GTM AI Recommendation Index, September 2026 Edition, gtm-ai-index.com.