# Competitive intelligence tools for small business 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 a small B2B company. Added to the October 2026 Edition on October 4, 2026. Page: https://www.gane.ai/index/gtm/marketing/competitive-intelligence/2026-10/smb

This is the permanent record of the October 2026 Edition, published October 1, 2026 and superseded since.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/smb/index.md

**Standing:** Kompyte leads with 26% of first choices; verdict contested. 58 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Kompyte](https://www.gane.ai/index/gtm/vendors/kompyte/index.md) | 26% | 17% | 58 |
| 2 | [Visualping](https://www.gane.ai/index/gtm/vendors/visualping/index.md) | 16% | 2% | 40 |
| 3 | [SpyFu](https://www.gane.ai/index/gtm/vendors/spyfu/index.md) | 12% | 2% | 40 |
| 4 | [Owler](https://www.gane.ai/index/gtm/vendors/owler/index.md) | 9% | 10% | 21 |
| 5 | [Semrush](https://www.gane.ai/index/gtm/vendors/semrush/index.md) | 5% | 22% | 60 |
| 6 | [Google Alerts](https://www.gane.ai/index/gtm/vendors/google-alerts/index.md) | 3% | 10% | 30 |
| 7 | [Similarweb](https://www.gane.ai/index/gtm/vendors/similarweb/index.md) | 3% | 24% | 33 |
| 12 | [Brand24](https://www.gane.ai/index/gtm/vendors/brand24/index.md) | 2% | 10% | 10 |
| 17 | [Klue](https://www.gane.ai/index/gtm/vendors/klue/index.md) | 2% | 67% | 55 |
| 18 | [Crayon](https://www.gane.ai/index/gtm/vendors/crayon/index.md) | 2% | 70% | 57 |
| 19 | [Mention](https://www.gane.ai/index/gtm/vendors/mention/index.md) | 0% | 0% | 12 |
| 20 | [Prisync](https://www.gane.ai/index/gtm/vendors/prisync/index.md) | 0% | 0% | 10 |

Rank is by share of first choices among all 85 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: Kompyte; alternatives Crayon, Klue, Owler, Semrush
- GPT-5.4 mini: Semrush; alternatives Crayon, Klue
- Gemini 3.5 Flash: RivalSense; alternatives AIclicks, Ahrefs, Kompyte, Rival Radar
- Perplexity Sonar: Kompyte; alternatives Meltwater, SpyFu
- Grok 4.20: Owler; alternatives Kompyte, Semrush, SpyFu
- Mistral Small: Kompyte; alternatives Owler, Semrush
- DeepSeek V4 Flash: Kompyte; alternatives Google Alerts, LinkedIn Sales Navigator, Owler, Semrush
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Kompyte; alternatives Owler, Semrush
- Kimi K2: Semrush, Similarweb; alternatives Google Alerts, Kompyte, SpyFu, Visualping
- GLM 4.7 FlashX: SpyFu; alternatives Ahrefs, Semrush
- MiniMax M2.5: Kompyte, Owler; alternatives Crayon, Semrush
- GPT-6 Luna: Visualping; alternatives Crayon, Klue, Similarweb
- Muse Glimmer 30B: Kompyte; alternatives SpyFu

## Sources the answers cite

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

- contify.com: 38 answers, 46 citations
- linkeddit.com: 37 answers, 46 citations
- pipeline.zoominfo.com: 36 answers, 47 citations
- copy.ai: 34 answers, 46 citations
- improvado.io: 33 answers, 34 citations
- blog.hootsuite.com: 33 answers, 33 citations
- visualping.io: 22 answers, 29 citations
- g2.com: 20 answers, 27 citations

Pages named in the most answers:

- https://pipeline.zoominfo.com/sales/competitive-intelligence-software (36 answers)
- https://linkeddit.com/blog/competitive-intelligence-software-for-small-businesses (34 answers)
- https://improvado.io/blog/32-best-competitive-intelligence-companies (33 answers)
- https://blog.hootsuite.com/competitive-intelligence-software (31 answers)
- https://copy.ai/blog/competitive-intelligence-tools (30 answers)
- https://contify.com/resources/blog/best-competitor-analysis-tools (24 answers)
- https://contify.com/resources/blog/best-competitive-intelligence-tools (21 answers)
- https://divbyzero.com/blog/best-competitive-intelligence-tools (20 answers)
- https://miniloop.ai/blog/competitive-intelligence-tools (20 answers)
- https://marketintelligencetools.com/rankings/competitive-intelligence-tools (17 answers)

## Warned against

- Crayon: 40 of 57 labels negative. "jumping straight to enterprise tools like Crayon or Klue — they're excellent products, but wildly overkill (and overpriced)" (DeepSeek V4 Flash, budget prompt)
- Klue: 37 of 55 labels negative. "Enterprise suites like Crayon and Klue run roughly $15,000 to $100,000 a year and assume a dedicated analyst, a mismatch for almost every small business." (Muse Glimmer 30B, negative prompt)
- Semrush: 13 of 60 labels negative. "Tools like Semrush (starting ~$139–$499/month) have been flagged by small business users on G2 for being: Expensive for their use case" (DeepSeek V4 Flash, negative prompt)
- Kompyte: 10 of 58 labels negative. "Tools to Generally Avoid ... Enterprise-Grade Platforms (Crayon, Klue, Kompyte, Contify)" (DeepSeek V4 Flash, negative 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.