# Competera: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 34 judge labels across 2 categories by 14 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/competera

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Pricing optimization](https://www.gane.ai/index/gtm/revops/pricing-optimization/index.md) | 2% | 6 | 25% | 32 |
| [Competitive intelligence tools](https://www.gane.ai/index/gtm/marketing/competitive-intelligence/index.md) | 0% | 32 | 0% | 2 |

## What the models said for it

- "Competera - Best for mid-market and enterprise retail, with 20+ demand factors and 95%+ forecast accuracy." (Llama 4 Maverick, Pricing optimization)
- "Cloud-native, lower-friction B2B pricing platforms with modular setups and shorter time-to-value (e.g., Pricefx, Competera, or agile modern alternatives)" (Gemini 3.5 Flash, Pricing optimization)
- "Demand-based retail optimization using many demand factors, competitor intelligence, and frequent SKU repricing" (Perplexity Sonar, Pricing optimization)
- "Alternative Options ... Competera - Best for: Mid-market retail with complex product catalogs" (GLM 4.7 FlashX, Pricing optimization)

## And against it

- "Other platforms that have been criticized include PROS Smart Price Optimization & Management, Zilliant, and Competera." (Llama 4 Maverick, Pricing optimization)
- "Avoid overkill enterprise platforms (e.g., Vendavo, Competera) that are better for larger firms." (Grok 4.20, Pricing optimization)
- "Avoid enterprise platforms such as Pricefx, PROS, Zilliant, or Competera" (Perplexity Sonar, Pricing optimization)
- "Pricefx, Competera, Vendavo, and similar systems may be appropriate for complex enterprises, but quote-only implementations can become expensive and overbuilt" (Perplexity Sonar, 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 | 2 | 0 | 0 | 2 |
| Perplexity Sonar | 0 | 1 | 0 | 2 | 3 |
| Grok 4.20 | 0 | 0 | 4 | 1 | 5 |
| Mistral Small | 0 | 2 | 0 | 1 | 3 |
| DeepSeek V4 Flash | 0 | 2 | 1 | 1 | 4 |
| Llama 4 Maverick | 1 | 0 | 2 | 1 | 4 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 1 | 2 |
| Kimi K2 | 0 | 1 | 1 | 1 | 3 |
| GLM 4.7 FlashX | 0 | 2 | 0 | 0 | 2 |
| MiniMax M2.5 | 0 | 1 | 1 | 0 | 2 |
| 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 Competera, from 69 of the 73 answers that named it (only the models that return a source list).

### Domains cited

- softwareworld.co: 45
- getapp.com: 33
- capterra.com: 27
- g2.com: 25
- toolradar.com: 25
- softwareadvice.com: 20
- gane.ai/index: 19
- verifiedmarketresearch.com: 19
- guideflow.com: 18
- theretailexec.com: 18

### Pages cited

- https://softwareworld.co/pricing-optimization-software: 37
- https://capterra.com/pricing-optimization-software: 22
- https://softwareworld.co/pricing-optimization-software/comparison: 20
- https://verifiedmarketresearch.com/blog/best-pricing-optimization-software: 19
- https://theretailexec.com/tools/best-price-optimization-software: 18
- https://kleene.ai/blog/price-optimization-tools: 15
- https://dupple.com/learn/best-ai-price-optimization-tools: 14
- https://softwareadvice.co.uk/directory/4583/pricing-optimization/software: 14

## What it publishes

Every page competera.ai exposes, read 2026-10-05: 506 addresses. By kind, pages and the last 90 days:

- blog: 146 pages, 6 in the last 90 days, latest 2026-08-28
- case study: 141 pages, 0 in the last 90 days, latest 2025-05-16
- webinar or virtual event: 1 pages, 0 in the last 90 days, latest 2025-07-05
- report or ebook: 5 pages, 0 in the last 90 days, latest 2025-12-03
- comparison: 4 pages, 0 in the last 90 days, latest 2025-07-01
- glossary or explainer: 50 pages, 1 in the last 90 days, latest 2026-07-24
- podcast or video: 35 pages, 0 in the last 90 days, latest 2026-05-28
- news or press: 60 pages, 4 in the last 90 days, latest 2026-09-30
- Recent: 2026-09-30 news or press: Competera introduces new editions of its flagship products https://competera.ai/resources/news/competera-introduces-new-editions-of-its-flagship-products
- Recent: 2026-09-30 news or press: Building pricing technology that meets retailers at every stage of their journey https://competera.ai/resources/news/building-pricing-technology-that-meets-retailers-at-every-stage-of-their-journey
- Recent: 2026-09-23 news or press: Autodoc competera four years https://competera.ai/resources/news/autodoc-competera-four-years
- Recent: 2026-08-28 blog: Retail markdown strategy https://competera.ai/resources/articles/retail-markdown-strategy
- Recent: 2026-08-27 blog: Automated pricing optimization https://competera.ai/resources/articles/automated-pricing-optimization
- Recent: 2026-08-27 blog: Omnichannel pricing strategy https://competera.ai/resources/articles/omnichannel-pricing-strategy

## 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.