# Account-based marketing platforms for small business buyers: what AI models recommend, November 2026

Gane Index, November 2026 Edition. Asked as "account-based marketing platform" and as "ABM platform", six framings each, to fourteen models with search on, on behalf of a small B2B company. Page: https://www.gane.ai/index/gtm/marketing/account-based-marketing-platforms/2026-11/smb

**Standing:** HubSpot Marketing Hub leads with 40% of first choices; verdict contested. 60 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [HubSpot Marketing Hub](https://www.gane.ai/index/gtm/vendors/hubspot-marketing-hub/index.md) | 40% | 14% | 65 |
| 2 | [Apollo.io](https://www.gane.ai/index/gtm/vendors/apollo-io/index.md) | 22% | 0% | 54 |
| 3 | [AdRoll ABM](https://www.gane.ai/index/gtm/vendors/adroll-abm/index.md) | 17% | 20% | 59 |
| 4 | [ZenABM](https://www.gane.ai/index/gtm/vendors/zenabm/index.md) | 7% | 0% | 13 |
| 12 | [Terminus](https://www.gane.ai/index/gtm/vendors/terminus/index.md) | 2% | 58% | 26 |
| 13 | [RB2B](https://www.gane.ai/index/gtm/vendors/rb2b/index.md) | 0% | 0% | 36 |
| 14 | [Dealfront](https://www.gane.ai/index/gtm/vendors/dealfront/index.md) | 0% | 0% | 34 |
| 15 | [LinkedIn Sales Navigator](https://www.gane.ai/index/gtm/vendors/linkedin-sales-navigator/index.md) | 0% | 0% | 16 |
| 16 | [Prospeo](https://www.gane.ai/index/gtm/vendors/prospeo/index.md) | 0% | 0% | 10 |
| 18 | [Factors.ai](https://www.gane.ai/index/gtm/vendors/factors-ai/index.md) | 0% | 10% | 10 |
| 74 | [6sense](https://www.gane.ai/index/gtm/vendors/6sense/index.md) | 0% | 92% | 60 |
| 75 | [Demandbase](https://www.gane.ai/index/gtm/vendors/demandbase/index.md) | 0% | 93% | 59 |

Rank is by share of first choices among all 75 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: Propensity ABM; alternatives ActiveCampaign, Apollo.io, RB2B
- GPT-5.4 mini: AdRoll ABM; alternatives HubSpot Marketing Hub
- Gemini 3.5 Flash: HubSpot Marketing Hub; alternatives AdRoll ABM, Metadata.io
- Perplexity Sonar: HubSpot Marketing Hub; alternatives AdRoll ABM, Apollo.io, LinkedIn Sales Navigator, ZenABM
- Grok 4.20: AdRoll ABM, HubSpot ABM Software; alternatives Apollo.io, Dealfront, Factors.ai, RB2B
- Mistral Small: Mutiny; alternatives Apollo.io, Dealfront, HubSpot Marketing Hub, RB2B
- DeepSeek V4 Flash: AdRoll ABM; alternatives Apollo.io, HubSpot Marketing Hub
- Llama 4 Maverick: AdRoll ABM; alternatives Apollo.io, Dealfront, RB2B
- Qwen 3.7 Flash: HubSpot Marketing Hub; alternatives AdRoll ABM, Prospeo
- Kimi K2: AdRoll ABM, HubSpot ABM Software; alternatives Terminus
- GLM 4.7 FlashX: HubSpot's ABM module; alternatives AdRoll ABM, Prospeo
- MiniMax M2.5: HubSpot Marketing Hub; alternatives AdRoll ABM, Prospeo
- GPT-6 Luna: HubSpot Marketing Hub; alternatives AdRoll ABM
- Muse Glimmer 30B: Fibbler, ZenABM; alternatives Apollo.io, Dealfront, HubSpot Marketing Hub, LinkedIn Sales Navigator

## Sources the answers cite

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

- albato.com: 39 answers, 39 citations
- prospeo.io: 36 answers, 58 citations
- blog.hubspot.com: 35 answers, 36 citations
- g2.com: 19 answers, 33 citations
- growthtechspotlight.com: 19 answers, 20 citations
- zenabm.com: 18 answers, 24 citations
- factors.ai: 18 answers, 20 citations
- userled.io: 17 answers, 17 citations

Pages named in the most answers:

- https://albato.com/blog/publications/best-abm-software (39 answers)
- https://blog.hubspot.com/marketing/account-based-marketing-software (34 answers)
- https://prospeo.io/s/account-based-marketing-software (27 answers)
- https://growthtechspotlight.com/directory/abm/for-small-business (18 answers)
- https://userled.io/articles/best-abm-tools-2026 (17 answers)
- https://filipkonecny.com/blog/best-account-based-marketing-software (16 answers)
- https://getapp.com/marketing-software/account-based-marketing/org/small-business (13 answers)
- https://prospeo.io/s/account-based-marketing-solution (13 answers)
- https://prospeo.io/s/account-based-marketing-platforms (12 answers)
- https://coffee.ai/articles/abm-for-small-business (10 answers)

## Warned against

- Demandbase: 55 of 59 labels negative. "The gold standard - if you've got $65K+ and a team to run it"... "don't publish pricing, require a sales call, and assume a RevOps team you probably don't have yet." (Muse Glimmer 30B, negative prompt)
- 6sense: 55 of 60 labels negative. "6sense charges from $2,500/month... These platforms are designed for enterprise deals and mature organizations, not small businesses." (Claude Haiku 4.5, negative prompt)
- Terminus: 15 of 26 labels negative. "regularly grouped with the big three expensive stacks... "The expensive platforms (6sense, Demandbase, Terminus) buy you intent data, ad orchestration, and reporting — not the strategy itself."" (Muse Glimmer 30B, negative prompt)
- AdRoll ABM: 12 of 59 labels negative. "Don't buy paid media platforms without an ad budget: Specialized ABM ad tools (like RollWorks) require thousands of dollars per month in ad spend" (Gemini 3.5 Flash, budget prompt)

## Movement since October 2026

Floor: 11 points of share, measured on the calibration repeat.
Same leader: HubSpot Marketing Hub at 40%.

- AdRoll ABM: 23% to 17%, −6. Inside the floor by 5 points · rank 2 → 3 of 75.
- Abmatic AI: 4% to 0%, −4. Inside the floor by 7 points · rank 6 → 21 of 75.
- Apollo.io: 19% to 22%, +3. Inside the floor by 8 points · rank 3 → 2 of 75.
- Propensity ABM: 5% to 2%, −3. Inside the floor by 8 points · rank 5 → 9 of 75.
- ZenABM: 5% to 7%, +2. Inside the floor by 9 points · rank 4 of 75, unchanged.
- Terminus: 0% to 2%, +2. Inside the floor by 9 points · rank 72 → 12 of 75.
- RB2B: 2% to 0%, −2. Inside the floor by 9 points · rank 7 → 13 of 75.
- Factors.ai: 2% to 0%, −2. Inside the floor by 9 points · rank 8 → 18 of 75.
- HubSpot Marketing Hub: 39% to 40%, +1. Inside the floor by 10 points · rank 1 of 75, unchanged.
- Dealfront: 0% to 0%, ±0. Inside the floor by 11 points · rank 10 → 14 of 75.
- LinkedIn Sales Navigator: 0% to 0%, ±0. Inside the floor by 11 points · rank 11 → 15 of 75.
- Prospeo: 0% to 0%, ±0. Inside the floor by 11 points · rank 13 → 16 of 75.

## 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.