# 7Learnings: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 1 category by 4 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/7learnings

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Pricing optimization](https://www.gane.ai/index/gtm/revops/pricing-optimization/index.md) | 0% | 21 | 0% | 4 |

## What the models said for it

- "Predictive pricing focused on demand forecasting and explicit commercial objectives" (Perplexity Sonar, Pricing optimization)
- "Has a free plan option in some tiers, AI-focused for retail/fashion." (Grok 4.20, Pricing optimization)

## 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 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| 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 | 1 | 0 | 1 |
| 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 7Learnings, from 14 of the 14 answers that named it (only the models that return a source list).

### Domains cited

- softwareworld.co: 11
- softwareadvice.com: 8
- capterra.com: 7
- theretailexec.com: 7
- g2.com: 6
- verifiedmarketresearch.com: 6
- 7learnings.com: 5 (its own site)
- gane.ai/index: 5
- sourceforge.net: 5
- en.ai-pedias.com: 4

### Pages cited

- https://softwareworld.co/pricing-optimization-software/comparison: 7
- https://theretailexec.com/tools/best-price-optimization-software: 7
- https://capterra.com/pricing-optimization-software: 6
- https://verifiedmarketresearch.com/blog/best-pricing-optimization-software: 6
- https://softwareworld.co/pricing-optimization-software: 5
- https://en.ai-pedias.com/blog/ai-pricing-revenue-management-2026: 4
- https://softwareadvice.com/pricing-optimization: 4
- https://traffictail.com/pricing-optimization-software: 4

## 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.