Every category where a model named Abmatic AI for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.

Category	Function	Share	Rank	Negative rate	Labels	Quadrant
Native and content advertising	Marketing	2%	12 of 72	0%	1	under 10 labels · led by StackAdapt at 23%
Identity resolution	GTM data and infrastructure	2%	16 of 151	0%	1	under 10 labels · led by Hightouch at 15%
Account-based marketing platforms	Marketing	0%	23 of 76	20%	5	under 10 labels · led by AdRoll ABM at 56%
Experimentation and personalization	Marketing	0%	21 of 69	0%	3	under 10 labels · led by VWO at 34%
B2B intent data providers	Sales	0%	30 of 62	0%	1	under 10 labels · led by Bombora at 35%
Lead routing and management	Sales	0%	76 of 104	100%	1	under 10 labels · led by LeadAngel at 32%

Movement

This is the first edition on this tier, so no move can be computed for Abmatic AI yet. The next is due October 1, 2026. From the next edition this section shows, per buyer segment, whether its share moved by more than the measured noise floor.

By model

How each model treated Abmatic AI across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.

Model	First choice	Alternative	Negative	Labels
Claude Haiku 4.5	0	1	0	1
GPT-5.4 mini	0	0	0	0
Gemini 3.5 Flash	0	2	0	2
Perplexity Sonar	0	0	1	1
Grok 4.1 Fast	0	0	0	0
Mistral Small	0	1	0	1
DeepSeek V4 Flash	0	1	1	2
Llama 4 Maverick	1	2	0	3
Qwen 3.7 Flash	0	0	0	0
Kimi K2	0	0	0	0
GLM 4.7 FlashX	1	1	0	2
MiniMax M2.5	0	0	0	0

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.

FramingLabels by classFirst choices

Direct12 labels2

Paraphrase6 labels1

Comparative3 labelsNone

Budget-constrained7 labels6

Scale-constrained4 labels2

Negative2 labelsNone

First choiceAlternativeMentionNegative34 labels in all, every segment counted; 11 of the 11 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

“The best native advertising platform for a mid-market B2B company is Abmatic AI” Llama 4 Maverick · Native ads · direct prompt · first choice

“Primary Recommendation: Abmatic AI” GLM 4.7 FlashX · Identity · paraphrase prompt · first choice

“Abmatic AI is a mid-market and enterprise ABM platform that covers all 14 core account-based marketing capabilities in one product” Claude Haiku 4.5 · Experimentation · direct prompt · alternative

“Offers a comprehensive AI-native platform with multiple capabilities, suitable for mid-market and enterprise B2B teams.” Llama 4 Maverick · Intent data · direct prompt · alternative

And against it

Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.

“Abmatic AI claims to replace LeanData + Chili Piper + Outreach in one $36K+/yr tool). Only consider consolidation if it genuinely serves your lead lifecycle” DeepSeek V4 Flash · Lead routing · scale prompt · soft negative

“are comfortable evaluating a newer vendor rather than a more established mid-market default” Perplexity Sonar · ABM · paraphrase prompt · soft negative

Named alongside

The products named in the same answers as Abmatic AI, over the 34 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Abmatic AI was named but was not.

ProductSame answerTook the first choice insteadHead to head

Demandbase25 of 341Not in the top three

6sense19 of 341Not in the top three

AdRoll ABM17 of 346Not in the top three

HubSpot ABM13 of 344Not in the top three

Terminus8 of 340Not in the top three

Bombora6 of 341Not in the top three

ZoomInfo6 of 340Not in the top three

Mutiny5 of 341Not in the top three

Dealfront4 of 341Not in the top three

VWO4 of 341Not in the top three

A head-to-head page exists where both products are in a category's top three. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named Abmatic AI. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 7 of the 34 answers that named Abmatic AI and are not a share of its labels.

Domains cited

abmatic.aiYour site7

demandbase.com5

factors.ai4

gartner.com4

guideflow.com4

pipeline.zoominfo.com4

salesmotion.io4

cleverly.co3

marketbetter.ai3

nrich.io3

Thirty-four of the forty-one domain citations in answers naming Abmatic AI came from somebody else's page.

Pages cited

demandbase.com/blog/account-based-marketing-solutions4

gartner.com/reviews/market/account-based-marketing-platforms4

cleverly.co/blog/account-based-marketing-tools3

marketbetter.ai/blog/best-account-based-marketing-tools-20263

nrich.io/blog/top-account-based-marketing-software-based-on-your-needs3

salesmotion.io/blog/best-account-based-selling-tools3

ziellab.com/post/top-12-account-based-marketing-platforms-for-b2b-sales-teams-in-20253

abmatic.ai/blog/abm-platform-pricing-comparison-20262

Pages are listed as the models cited them.

Is this your product?

Claim this page

Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Abmatic AI's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Abmatic AI, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at abmatic.ai is approved on the spot, any other address is reviewed by hand.

Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.