# Market intelligence platforms for small business 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 a small 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/smb/

**Standing:** Apollo.io leads with 31% of first choices; verdict contested. 54 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | Apollo.io | 31% | 13% | 31 |
| 2 | Semrush | 9% | 24% | 46 |
| 3 | Kompyte | 9% | 11% | 18 |
| 4 | LinkedIn Sales Navigator | 6% | 0% | 11 |
| 5 | Visualping | 4% | 4% | 23 |
| 6 | Google Trends | 4% | 0% | 10 |
| 7 | 6sense | 4% | 62% | 13 |
| 8 | Crunchbase | 2% | 0% | 23 |
| 9 | HubSpot Marketing Hub | 2% | 7% | 15 |
| 10 | Contify | 2% | 43% | 14 |
| 11 | Klue | 2% | 69% | 32 |
| 12 | ZoomInfo | 2% | 69% | 39 |

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

- Claude Haiku 4.5: Apollo.io, HubSpot Marketing Hub; alternatives ZenABM
- GPT-5.4 mini: G2 Market Intelligence; alternatives AlphaSense, Crayon, Semrush, Similarweb
- Gemini 3.5 Flash: Apollo.io; alternatives Competely, DemandSense, Factors.ai, Semrush .Trends
- Perplexity Sonar: Apollo.io; alternatives Kompyte, Similarweb
- Grok 4.1 Fast: Apollo.io; alternatives HubSpot Marketing Hub, Semrush
- Mistral Small: 6sense, Crunchbase; alternatives Tomba
- DeepSeek V4 Flash: SMARTe; alternatives Crunchbase, Demandbase, Prospeo, Similarweb
- Llama 4 Maverick: 6sense; alternatives Prospeo, Tomba
- Qwen 3.7 Flash: Apollo.io; alternatives Clay, Crunchbase
- Kimi K2: Kompyte; alternatives Brand24, Contify, Crunchbase, Semrush
- GLM 4.7 FlashX: Apollo.io; alternatives 6sense, Crayon, Semrush, Similarweb
- MiniMax M2.5: Apollo.io; alternatives Crunchbase, HubSpot Breeze Intelligence, ZoomInfo
- GPT-6 Luna: LinkedIn Sales Navigator, Semrush
- Muse Glimmer 30B: Apollo.io; alternatives 6sense, Contify, HubSpot Marketing Hub, Klue

## Sources the answers cite

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

- pipeline.zoominfo.com: 45 answers, 62 citations
- thecmo.com: 38 answers, 50 citations
- g2.com: 30 answers, 63 citations
- demandbase.com: 25 answers, 25 citations
- contify.com: 23 answers, 27 citations
- copy.ai: 23 answers, 26 citations
- prospeo.io: 21 answers, 26 citations
- softwaresuggest.com: 20 answers, 20 citations

Pages named in the most answers:

- https://pipeline.zoominfo.com/sales/market-intelligence-tools (36 answers)
- https://thecmo.com/tools/best-market-intelligence-software (35 answers)
- https://demandbase.com/blog/market-intelligence-tools (23 answers)
- https://copy.ai/blog/market-intelligence-tools (22 answers)
- https://g2.com/categories/market-intelligence/small-business?order=g2_score&page=2&segment=small-business (21 answers)
- https://softwaresuggest.com/market-intelligence-software (19 answers)
- https://contify.com/resources/blog/best-market-intelligence-tools (17 answers)
- https://g2.com/categories/market-intelligence/small-business (17 answers)
- https://supermetrics.com/blog/marketing-intelligence-tools (15 answers)
- https://thecmo.com/tools/best-marketing-intelligence-software (15 answers)

## Warned against

- ZoomInfo: 27 of 39 labels negative. "Enterprise-heavy tools like ZoomInfo (~$15K+/yr) or AlphaSense (custom, $40K+) were excluded as they're often too pricey for small teams." (Grok 4.1 Fast, comparative prompt)
- Semrush: 11 of 46 labels negative. "Consistently criticized for its high pricing, especially for small businesses and independent professionals." (Mistral Small, negative prompt)
- Similarweb: 11 of 38 labels negative. "Data accuracy and timeliness issues reported by users ... Relatively high pricing for smaller businesses" (GLM 4.7 FlashX, negative prompt)
- Crayon: 21 of 35 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." (Claude Haiku 4.5, negative 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.