# Market intelligence platforms for enterprise buyers: what AI models recommend, October 2026

GTM AI Recommendation Index, October 2026 Edition. Asked as "market intelligence platform" and as "market and company research platform", 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; its answers are read by the distilled judge (ai-indexes-judge-qwen3-14b-run3), not the claude-opus-5 judge of the earlier categories. Page: https://gtm-ai-index.com/gtm-data/market-intelligence/enterprise/

**Standing:** ZoomInfo leads with 25% of first choices; verdict contested. 59 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | ZoomInfo | 25% | 16% | 44 |
| 2 | AlphaSense | 17% | 16% | 44 |
| 3 | Klue | 7% | 18% | 49 |
| 4 | Crayon | 7% | 23% | 44 |
| 5 | Contify | 5% | 5% | 19 |
| 6 | Gartner | 5% | 8% | 13 |
| 7 | CB Insights | 3% | 9% | 22 |
| 8 | Cognism | 3% | 15% | 13 |
| 9 | 6sense | 2% | 11% | 19 |
| 10 | Northern Light SinglePoint | 2% | 0% | 12 |
| 11 | Similarweb | 2% | 32% | 22 |
| 12 | Demandbase | 0% | 0% | 14 |

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

- Claude Haiku 4.5: ZoomInfo; alternatives 6sense, Crayon, Improvado, Klue
- GPT-5.4 mini: AlphaSense; alternatives Crayon, Klue, Semrush
- Gemini 3.5 Flash: Klue; alternatives 6sense, AlphaSense, Cognism, Crayon
- Perplexity Sonar: HG Insights; alternatives 6sense, AlphaSense, Crayon, Demandbase
- Grok 4.1 Fast: ZoomInfo; alternatives 6sense, HG Insights, Klue
- Mistral Small: HG Insights; alternatives 6sense, Cognism, Crayon, Demandbase
- DeepSeek V4 Flash: AlphaSense; alternatives Contify, Klue, Valona Intelligence
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: 6sense, CB Insights, G2 Buyer Intent, ZoomInfo; alternatives Apollo.io, Bombora, EverString, Lusha
- Kimi K2: HG Insights, ZoomInfo; alternatives 6sense, CB Insights, Gartner, Klue
- GLM 4.7 FlashX: ZoomInfo; alternatives 6sense, AlphaSense, HG Insights, Klue
- MiniMax M2.5: HG Insights, Klue; alternatives G2 Buyer Intent, ZoomInfo
- GPT-6 Luna: Crayon, Klue; alternatives AlphaSense
- Muse Glimmer 30B: Crayon; alternatives AlphaSense, Klue, ZoomInfo

## 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:

- pipeline.zoominfo.com: 48 answers, 85 citations
- alpha-sense.com: 37 answers, 72 citations
- demandbase.com: 30 answers, 34 citations
- contify.com: 24 answers, 31 citations
- hginsights.com: 19 answers, 37 citations
- g2.com: 18 answers, 33 citations
- prospeo.io: 17 answers, 19 citations
- quid.com: 17 answers, 18 citations

Pages named in the most answers:

- https://pipeline.zoominfo.com/sales/market-intelligence-tools (38 answers)
- https://demandbase.com/blog/market-intelligence-tools (27 answers)
- https://alpha-sense.com/resources/product-articles/market-intelligence-tools (18 answers)
- https://quid.com/knowledge-hub/resource-library/blog/best-market-intelligence-tools (15 answers)
- https://hginsights.com/blog/top-10-b2b-market-intelligence-tools-ranked-by-data-coverage-and-accuracy (13 answers)
- https://g2.com/categories/market-intelligence/enterprise (12 answers)
- https://knock-ai.com/blog/market-intelligence-tools (12 answers)
- https://toolradar.com/guides/best-market-intelligence-tools (11 answers)
- https://alpha-sense.com/blog/product/competitive-intelligence-tools (10 answers)
- https://apollo.io/insights/top-market-intelligence-tools (10 answers)

## Warned against

- Crayon: 10 of 44 labels negative. "Not suitable for companies tracking many competitors or needing frequent modifications to competitor lists" (MiniMax M2.5, negative prompt)
- Klue: 9 of 49 labels negative. "Recent security incident (Sep 2026) involved attackers stealing Salesforce data via OAuth tokens from its Battlecards app, leading Salesforce to suspend integrations." (Grok 4.1 Fast, negative prompt)
- Semrush: 9 of 14 labels negative. "Very high pricing; costly add-ons and complex payment structures" (GLM 4.7 FlashX, negative prompt)
- AlphaSense: 7 of 44 labels negative. "traditional per-seat licensing models (like those of AlphaSense, ZoomInfo, or PitchBook) are highly cost-prohibitive and financially unpredictable" (Gemini 3.5 Flash, budget prompt)

## Record

- Method: https://gtm-ai-index.com/methodology/
- Raw judge labels and full responses: https://gtm-ai-index.com/data/
- License: CC BY 4.0. Cite as GTM AI Recommendation Index, October 2026 Edition, gtm-ai-index.com.