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Subcategory · AI Citation Index

Account-Based Marketing

Account-based marketing in AI search is a duopoly with fractured evaluation outcomes. Salesforce and Demandbase each show up in 68% of discovery prompts across every engine, while Zoominfo and Marketo trail at 54% and 52%. In head-to-head comparisons, Demandbase and Marketo win more matchups than they lose (59/100 and 57/100), while Salesforce — despite co-owning discovery share — has no evaluation data on record. Pardot appears in nearly half of all discovery queries and enters more head-to-heads than any brand except the top two, making it the kingmaker. This is a contested category: two brands own AI attention at the top of the funnel, but evaluation-stage outcomes scatter across four different winners.

177 discovery queries · 239 head-to-heads · refreshed Aug 16, 2026

Discovery stage

The shortlist

Across 177 buyer-style "Account-Based Marketing" queries

Salesforce and Demandbase tie for AI attention, each surfacing in 68% of buyer queries about account-based marketing across ChatGPT, Claude, Gemini, and Perplexity. Zoominfo and Marketo follow at 54% and 52%, both visible on all four engines. Pardot, Bombora, and Clearbit each appear in 40-50% of discovery prompts, also with four-engine visibility, while the tail beyond the top seven drops sharply — no other brand clears 35%.

16%31%45%60%75%Coverage — share of discovery prompts where the brand surfaces48%61%74%86%99%Engine diversity

Hover or click a logo to see brand details

X = coverage across discovery prompts · Y = engine diversity · Bubble size = total mentions
Tracked acrossChatGPT,Gemini,Claude

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Signal by intent

By topic

Top 5 most-cited brands per intent cluster. Brands with zero citations in a topic are not shown.

1Demandbase
8/8
2Hubspot
8/8
3Clearbit
7/8
4Bombora
6/8
5Zoominfo
6/8
1Hubspot
8/8
2Demandbase
8/8
3Marketo
6/8
4Pardot
6/8
5Zoominfo
5/8
1Demandbase
7/7
2Hubspot
7/7
3Bombora
6/7
4Zoominfo
6/7
5Clearbit
6/7
1Demandbase
6/6
2Hubspot
6/6
3Pardot
5/6
4Marketo
4/6
5Reply
4/6
1Demandbase
6/6
2Hubspot
6/6
3Zoominfo
5/6
4Playbook
5/6
5Bombora
4/6
1Demandbase
5/5
2Hubspot
5/5
3Retargeting
5/5
4Playbook
4/5
5LinkedIn Sales Navigator
4/5
1Bombora
4/4
2Demandbase
4/4
3Zoominfo
4/4
4Clearbit
4/4
5Hubspot
4/4
1Demandbase
4/4
2Zoominfo
4/4
3Hubspot
4/4
4Reply
4/4
5Apollo.io
3/4
≥50% cited
25–49%
<25%
Topics are discovery-stage prompt clusters · account-based-marketing

Evaluation stage

Head-to-head

How often AI cites each brand across uniform category evaluation prompts · median 9/100

When buyers ask AI to compare ABM options head-to-head, Demandbase wins more matchups than it loses across 34 comparison queries, Marketo does the same across 33, and Pardot holds the third slot with wins in 52 of every 100 head-to-heads. Zoominfo, Bombora, Clearbit, and Retargeting all surface in evaluation-stage prompts but lose more often than they win. Salesforce — tied for the highest discovery share — has no head-to-head evaluation data on record.

0255075100Evaluation citation rate — % of category evaluation prompts citing this brand09172634Evaluation prompts cited inmedian citation ratemedian exposure

Hover or click a logo to see brand details

X = evaluation citation rate · Y = evaluation prompts cited in · Bubble size = citation exposure
Median citation rate 9/100

Each brand's score is the share of category evaluation prompts where AI cited them across all four engines — the same prompt pool for every brand. Brands above the median citation rate have stronger presence in evaluation-stage queries.

Citation sources

Where AI pulls citations from

608 citations captured across Account-Based Marketing prompt runs.

Vendor pages

272

Product, help, and marketing pages from tracked vendors

Independent sources

147

Reviews, encyclopedias, forums, press — not vendor-owned

Buyer questions

What AI cites for top Account-Based Marketing questions

Buyers ask AI for ABM tools by workflow and use case — phrasings like 'what is useful for creating account-based marketing playbooks', 'what is effective for aligning messaging across different channels for key accounts', and 'how to create effective email campaigns for specific accounts'. A smaller slice digs into evaluation criteria: build-versus-buy trade-offs, integration with marketing automation platforms, and the role of data security in vendor selection. No pricing or free-trial questions appear in the current sample.

Discovery

Buyers exploring the category

Evaluation

Buyers comparing options

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