# VisualizeROI: how AI models rank it, November 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Value selling tools](https://www.gane.ai/index/gtm/sales/value-selling-tools/index.md) | 0% | 109 | 0% | 1 |

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| 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 | 0 | 0 | 0 |
| 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 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named VisualizeROI, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- apollo.io: 1
- g2.com: 1
- gartner.com: 1
- growthtechspotlight.com: 1
- mediafly.com: 1
- publications.pricingsociety.com: 1
- slashdot.org: 1
- sourceforge.net: 1
- topbusinesssoftware.com: 1
- valuenova.ai: 1

### Pages cited

- https://apollo.io/insights/how-do-i-build-a-shortlist-of-the-best-sales-automation-tools-for-my-company-size-and-use-case: 1
- https://g2.com/categories/value-selling-tools: 1
- https://g2.com/discussions/value-selling-tools-what-sales-enablement-platforms-best-teach-value-based-selling-to-enterprise-sales-teams: 1
- https://g2.com/discussions/which-value-selling-tools-provide-the-strongest-roi-calculator-and-business-case-builder-for-complex-b2b-deals: 1
- https://g2.com/products/value-sales-agent/competitors/alternatives: 1
- https://gartner.com/reviews/market/value-selling: 1
- https://growthtechspotlight.com/directory/crm/for-mid-market: 1
- https://mediafly.com/blog/how-to-evaluate-ai-enhanced-value-selling-solutions: 1

## 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.