# Competitive intelligence tools for enterprise buyers: what AI models recommend, October 2026

Gane, the publisher, sells software in this category. Every product here is measured by the same method as in every other category.

Gane Index, October 2026 Edition. Asked as "competitive intelligence tool" and as "competitor tracking platform for product marketing", six framings each, to fourteen models with search on, on behalf of an enterprise B2B company. Added to the October 2026 Edition on October 4, 2026. Page: https://www.gane.ai/index/gtm/marketing/competitive-intelligence/2026-10/enterprise

This is the permanent record of the October 2026 Edition, published October 1, 2026 and superseded since. The current standing: https://www.gane.ai/index/gtm/marketing/competitive-intelligence/enterprise/index.md

**Standing:** Crayon leads with 44% of first choices; verdict clear leader. 62 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Crayon](https://www.gane.ai/index/gtm/vendors/crayon/index.md) | 44% | 17% | 69 |
| 2 | [Klue](https://www.gane.ai/index/gtm/vendors/klue/index.md) | 35% | 22% | 68 |
| 3 | [Contify](https://www.gane.ai/index/gtm/vendors/contify/index.md) | 10% | 7% | 44 |
| 5 | [AlphaSense](https://www.gane.ai/index/gtm/vendors/alphasense/index.md) | 2% | 25% | 36 |
| 6 | [Kompyte](https://www.gane.ai/index/gtm/vendors/kompyte/index.md) | 2% | 29% | 35 |
| 7 | [Semrush](https://www.gane.ai/index/gtm/vendors/semrush/index.md) | 2% | 30% | 23 |
| 9 | [Similarweb](https://www.gane.ai/index/gtm/vendors/similarweb/index.md) | 0% | 26% | 23 |

Rank is by share of first choices among all 53 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: no first choice
- GPT-5.4 mini: Klue; alternatives AlphaSense, Crayon
- Gemini 3.5 Flash: Crayon, Klue; alternatives AlphaSense, Contify, Semrush, Similarweb
- Perplexity Sonar: Crayon; alternatives Contify, Klue, Kompyte
- Grok 4.20: Crayon, Klue; alternatives AlphaSense, Kompyte, Semrush
- Mistral Small: Crayon, Klue
- DeepSeek V4 Flash: Crayon, Klue; alternatives Kompyte
- Llama 4 Maverick: Crayon, Klue; alternatives Contify
- Qwen 3.7 Flash: Crayon, Klue; alternatives AlphaSense, Similarweb
- Kimi K2: Klue; alternatives Crayon, Kompyte
- GLM 4.7 FlashX: Crayon, Klue; alternatives Contify
- MiniMax M2.5: Contify, Crayon; alternatives Kompyte, Semrush
- GPT-6 Luna: Klue; alternatives Crayon
- Muse Glimmer 30B: Crayon; alternatives Klue

## Sources the answers cite

81 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- contify.com: 53 answers, 77 citations
- klue.com: 44 answers, 55 citations
- pipeline.zoominfo.com: 35 answers, 58 citations
- marketintelligencetools.com: 26 answers, 31 citations
- improvado.io: 26 answers, 28 citations
- blog.hootsuite.com: 25 answers, 26 citations
- g2.com: 24 answers, 47 citations
- alpha-sense.com: 24 answers, 34 citations

Pages named in the most answers:

- https://contify.com/resources/blog/best-competitive-intelligence-tools (37 answers)
- https://pipeline.zoominfo.com/sales/competitive-intelligence-software (32 answers)
- https://improvado.io/blog/32-best-competitive-intelligence-companies (25 answers)
- https://marketintelligencetools.com/rankings/competitive-intelligence-tools (24 answers)
- https://marketraa.com/best-for/enterprise-brands/competitive-intelligence-tools (23 answers)
- https://blog.hootsuite.com/competitive-intelligence-software (22 answers)
- https://guideflow.com/blog/best-competitive-intelligence-tools (22 answers)
- https://autobound.ai/blog/top-15-competitive-intelligence-tools-2026 (21 answers)
- https://copy.ai/blog/competitive-intelligence-tools (21 answers)
- https://klue.com/topics/competitive-intelligence-tools-b2b-software (21 answers)

## Warned against

- Klue: 15 of 68 labels negative. "avoid enterprise-priced suites like Crayon, Klue, or Kompyte until you truly need scale" (MiniMax M2.5, negative prompt)
- Crayon: 12 of 69 labels negative. "avoid enterprise-priced suites like Crayon, Klue, or Kompyte until you truly need scale" (MiniMax M2.5, negative prompt)
- Kompyte: 10 of 35 labels negative. "avoid enterprise-priced suites like Crayon, Klue, or Kompyte until you truly need scale" (MiniMax M2.5, negative prompt)
- AlphaSense: 9 of 36 labels negative. "avoid platforms with per-user or per-seat pricing like AlphaSense" (Claude Haiku 4.5, budget prompt)

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, October 2026 Edition, www.gane.ai/index/gtm.