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Category · AI Citation Index

Marketing

The marketing category shows extreme brand consolidation around established platforms, with HubSpot appearing twice in top rankings and claiming 64% and 43% shortlist rates across different contexts. All top brands achieve maximum model diversity (5/5), indicating broad AI familiarity but raising questions about discovery mechanisms—0% prompt coverage means no user explicitly requested marketing tools, suggesting models surface these brands reactively based on adjacent needs. The 336 consensus brands against only 12 evaluated reveals a massive long-tail that rarely reaches consideration, while the top tier (HubSpot, ActiveCampaign, Jasper/conversion.ai, Marketo, Pardot) represents entrenched incumbents with strong SEO and market presence that AIs default to mentioning.

693 discovery queries · 836 head-to-heads · refreshed Sep 24, 2026

Discovery stage

The shortlist

Across 693 buyer-style "Marketing" queries

23%35%47%58%70%Coverage — share of discovery prompts where the brand surfaces68%74%79%85%91%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.

1Hubspot
43/52
2Attribution
37/52
3Conversion
30/52
4HubSpot
29/52
5Salesforce
27/52
1Hubspot
25/34
2Attribution
19/34
3Sprout Social
16/34
4Conversion
16/34
5Hootsuite
15/34
1Hubspot
19/22
2Attribution
14/22
3HubSpot
11/22
4Marketo
11/22
5Salesforce
10/22
1Hubspot
9/9
2Klaviyo
6/9
3Yotpo
6/9
4Salesforce
6/9
5Conversion
6/9
1Hubspot
9/9
2Mailchimp
9/9
3Activecampaign
9/9
4Attribution
9/9
5Brevo
9/9
1Salesforce
8/8
2HubSpot
8/8
3Hubspot
8/8
4Marketo
8/8
5Lead Management
8/8
1Hubspot
7/7
2Klaviyo
6/7
3Mailchimp
6/7
4Conversion
6/7
5Semrush
5/7
1Hubspot
7/7
2Mailchimp
7/7
3Ahrefs
7/7
4Brevo
7/7
5Activecampaign
7/7
≥50% cited
25–49%
<25%
Topics are discovery-stage prompt clusters · marketing

Evaluation stage

Head-to-head

How often AI cites each brand across uniform category evaluation prompts · median 3/100

0255075100Evaluation citation rate — % of category evaluation prompts citing this brand021426384Evaluation 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 3/100

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

873 citations captured across Marketing prompt runs.

Vendor pages

182

Product, help, and marketing pages from tracked vendors

Independent sources

186

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

Buyer questions

What AI cites for top Marketing questions

Most-cited prompts across the buyer journey. Click any prompt to see the actual URLs AI engines link to.

Discovery

Buyers exploring the category

Evaluation

Buyers comparing options

Trust

Buyers checking credibility

Drill down

Subcategories

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