# Poggio: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 7 judge labels across 2 categories by 3 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/poggio

## 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% | 28 | 0% | 6 |
| [Revenue intelligence and forecasting](https://www.gane.ai/index/gtm/sales/revenue-intelligence-and-forecasting/index.md) | 0% | 84 | 100% | 1 |

## And against it

- "Often have steep learning curves, missing exports, difficult setups, or lower accuracy." (Grok 4.20, Revenue intel)

## 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 | 1 | 1 | 2 |
| 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 | 2 | 0 | 2 |
| Muse Glimmer 30B | 0 | 0 | 3 | 0 | 3 |

## Sources returned with these answers

The sites and pages cited by the answers that named Poggio, from 15 of the 15 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 15
- mediafly.com: 9
- sourceforge.net: 9
- toolradar.com: 6
- topbusinesssoftware.com: 6
- findalternatives.net: 4
- gane.ai/index: 4
- guideflow.com: 4
- slashdot.org: 4
- plugroute.com: 3

### Pages cited

- https://g2.com/categories/value-selling-tools/enterprise: 9
- https://g2.com/categories/value-selling-tools: 6
- https://g2.com/discussions/value-selling-tools-what-sales-enablement-platforms-best-teach-value-based-selling-to-enterprise-sales-teams: 6
- https://topbusinesssoftware.com/categories/value-selling: 5
- https://findalternatives.net/categories/value-selling-tools: 4
- https://www.gane.ai/index/gtm/sales/value-selling-tools/enterprise: 4
- https://mediafly.com/platform/value: 4
- https://g2.com/discussions/which-value-selling-tools-provide-the-strongest-roi-calculator-and-business-case-builder-for-complex-b2b-deals: 3

## 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.