# Revionics: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 9 judge labels across 2 categories by 9 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/revionics

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Pricing optimization](https://www.gane.ai/index/gtm/revops/pricing-optimization/index.md) | 0% | 15 | 0% | 8 |
| [Ecommerce marketing](https://www.gane.ai/index/gtm/marketing/ecommerce-marketing/index.md) | 0% | 86 | 0% | 1 |

## What the models said for it

- "An enterprise retail standard used by large grocery, pharmacy, and department store chains." (Gemini 3.5 Flash, Pricing optimization)
- "Retail/grocery chain? → Revionics or RELEX for demand-based retail optimization" (DeepSeek V4 Flash, Pricing optimization)
- "Revionics – Retail and grocery pricing; demand-based retail price optimization" (Muse Glimmer 30B, Pricing optimization)
- "Strong in retail and grocery, focuses on promotion and markdown optimization." (Mistral Small, Pricing optimization)

## 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 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| 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 | 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 Revionics, from 21 of the 22 answers that named it (only the models that return a source list).

### Domains cited

- vendavo.com: 10
- softwareworld.co: 8
- theretailexec.com: 8
- polestaranalytics.com: 7
- verifiedmarketresearch.com: 7
- en.ai-pedias.com: 6
- g2.com: 6
- getapp.com: 6
- guideflow.com: 6
- pricefx.com: 6

### Pages cited

- https://theretailexec.com/tools/best-price-optimization-software: 8
- https://softwareworld.co/pricing-optimization-software: 7
- https://en.ai-pedias.com/blog/ai-pricing-revenue-management-2026: 6
- https://verifiedmarketresearch.com/blog/best-pricing-optimization-software: 6
- https://capterra.com/pricing-optimization-software: 5
- https://kleene.ai/blog/price-optimization-tools: 5
- https://marketintelligencetools.com/rankings/price-optimization-tools: 5
- https://polestaranalytics.com/blog/10-leading-price-optimization-software-companies: 5

## 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.