# Account-based marketing platforms: what fourteen AI models recommend, and why, November 2026

Gane Index, November 2026 Edition. Page: https://www.gane.ai/index/gtm/marketing/account-based-marketing-platforms/guide

Fourteen AI models were asked for account-based marketing platform six ways each, on behalf of a small, a mid-market and an enterprise B2B company: 252 answers, in which a judge labeled 73 products. Six of them carry at least 10 labels and a first choice, and are ranked. This guide walks the top six in the order the mid-market standing puts them, with what the models said for and against each, in their words. AdRoll ABM leads at 52% of first choices, a clear leader.

## At a glance

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | AdRoll ABM | 52% | 10% | 67 |
| 2 | HubSpot Marketing Hub | 12% | 9% | 53 |
| 3 | Apollo.io | 10% | 0% | 12 |
| 4 | Terminus | 6% | 21% | 38 |
| 5 | Demandbase | 6% | 46% | 70 |
| 6 | 6sense | 2% | 44% | 66 |

## 1. AdRoll ABM

AdRoll ABM is #1 of 6 at 52% of first choices, 67 labels, negative rate 10%. By buyer: small business #3 of 5 at 17%; mid-market #1 of 6 at 52%; enterprise unranked.

- For: "For most mid-market B2B companies, RollWorks is the best starting point due to its accessible pricing, HubSpot native integration, and manageable complexity." (GLM 4.7 FlashX, direct prompt)
- For: "Terminus, RollWorks | Great balance of account targeting, display ads, and sales alerts without the extreme operational complexity or high price tag" (Gemini 3.5 Flash, scale prompt)
- Against: "Avoid enterprise tools like Demandbase, 6sense, Terminus, or RollWorks" (Muse Glimmer 30B, negative prompt)
- Against: "Review summaries note limited native advertising options, inadequate reporting, and targeting/filtering limitations" (GPT-5.4 mini, negative prompt)

## 2. HubSpot Marketing Hub

HubSpot Marketing Hub is #2 of 6 at 12% of first choices, 53 labels, negative rate 9%. By buyer: small business #1 of 5 at 40%; mid-market #2 of 6 at 12%; enterprise #3 of 4 at 5%.

- Against: "Pricing traps: Unexpected subscription costs, sudden auto-upgrades locking users into higher fees" (Kimi K2, negative prompt)

## 3. Apollo.io

Apollo.io is #3 of 6 at 10% of first choices, 12 labels, negative rate 0%. By buyer: small business #2 of 5 at 22%; mid-market #3 of 6 at 10%; enterprise unranked.

- For: "Best for early-stage ABM teams that need to identify, research, and contact target accounts without spending $50K+ on an enterprise platform" (Claude Haiku 4.5, budget prompt)

## 4. Terminus

Terminus is #4 of 6 at 6% of first choices, 38 labels, negative rate 21%. By buyer: small business #5 of 5 at 2%; mid-market #4 of 6 at 6%; enterprise #4 of 4 at 2%.

- For: "Mid-Market ABM Platforms | Terminus, RollWorks | Great balance of account targeting, display ads, and sales alerts without the extreme operational complexity" (Gemini 3.5 Flash, scale prompt)
- For: "Mid-market-friendly tools (RollWorks, Terminus, HubSpot ABM) can go live in weeks." (Kimi K2, scale prompt)
- Against: "Platforms to Avoid: ... it's not a viable new choice for enterprises needing independent, scalable ABM" (Muse Glimmer 30B, negative prompt)
- Against: "Expensive per-user pricing: Costs add up quickly for teams" (Kimi K2, negative prompt)

## 5. Demandbase

Demandbase is #5 of 6 at 6% of first choices, 70 labels, negative rate 46%. By buyer: small business unranked; mid-market #5 of 6 at 6%; enterprise #1 of 4 at 46%.

- For: "Demandbase — strongest as a broad enterprise ABM suite: account identification, intent, scoring, advertising, personalization, orchestration, and measurement in one platform." (GPT-5.4 mini, comparative prompt)
- For: "A leading enterprise-grade ABM platform that offers deep account intelligence... ideal for mid-market companies that need a robust, all-in-one solution" (Mistral Small, direct prompt)
- Against: "Avoid enterprise platforms like Demandbase and 6sense unless you have at least $15K–$50K/year" (DeepSeek V4 Flash, budget prompt)

## 6. 6sense

6sense is #6 of 6 at 2% of first choices, 66 labels, negative rate 44%. By buyer: small business unranked; mid-market #6 of 6 at 2%; enterprise #2 of 4 at 36%.

- For: "Choose 6sense if you have a high average contract value (ACV), complex buying cycles, and need AI to tell your team which accounts to prioritize today." (Gemini 3.5 Flash, comparative prompt)
- For: "6sense and ZoomInfo stand out for superior intent data ... making them ideal for identifying "dark funnel" opportunities" (Grok 4.20, comparative prompt)
- Against: "If you're mid-market or a startup, avoid the legacy enterprise giants — 6sense and Demandbase are built for large enterprises" (DeepSeek V4 Flash, negative prompt)
- Against: "Avoid 6sense if you need transparency, have a moderate budget, or rely heavily on sales adoption of intent data." (GLM 4.7 FlashX, negative prompt)

## Questions the record answers

**Which account-based marketing platform do AI models name first most often?** AdRoll ABM, in 52% of first choices for a mid-market B2B company in the November 2026 Edition, from 67 labels. The index calls that a clear leader.

**Does the answer change with the size of the company?** Small business: HubSpot Marketing Hub at 40%. Mid-market: AdRoll ABM at 52%. Enterprise: Demandbase at 46%. Each standing is computed within its segment and never pooled.

**Which framing changes the answer?** The direct, paraphrase, budget and scale framings count toward share. The product named first differs by framing: direct AdRoll ABM; paraphrase AdRoll ABM; comparative 6sense; budget-constrained Apollo.io; scale-constrained AdRoll ABM. The table above has the counts.

**How stable is one answer?** The repeat measurement is published with the next edition.

**Where do the answers come from?** Fourteen of the fourteen models return sources. Their 73 answers here cite 698 pages; the sites cited most are prospeo.io, g2.com, growthtechspotlight.com. The category page lists them all.

**Can a vendor pay to be on this list?** No. A product is on the record because a model named it. A vendor can claim its page, propose corrections to the vendor table and be told when its standing moves; it cannot change a label, a share or a rank, and the publisher's conflicts are disclosed on the method page.

Published under CC BY 4.0. The output is the models' output; nothing here is a recommendation by the index.