Category · AI Citation Index
Marketing
Customer.io and Salesforce anchor AI shortlists; automation platforms dominate, SEO tools trail behind.
693 discovery queries · 841 head-to-heads · refreshed Jun 4, 2026
Discovery stage
The shortlist
Across 693 buyer-style "Marketing" queries
Customer.io (customer.io) leads with a 57.6% shortlist rate across 693 prompts, edging out salesforce.com at 55.4%. ActiveCampaign (40.6%) and Marketo (38.4%) claim the next tier, while Pardot drops to 34.2% despite appearing in 237 prompts. SEO platforms Ahrefs and Semrush hover near 27%, signaling their narrower use-case fit. Canva, Webflow, and Typeform round out the top ten with sub-16% rates, reflecting specialization in creative and landing-page workflows.
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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.
Evaluation stage
Head-to-head
How often AI cites each brand across uniform category evaluation prompts · median 4/100
Salesforce and Customer.io tie at 68 in head-to-head evaluations, appearing in 82 comparison queries each. Marketo follows at 67 (80 queries), while Klaviyo scores 66 across 79 matchups. Pardot underperforms at 57 despite its shortlist presence, and ActiveCampaign lands at 58—suggesting models see execution gaps relative to tier-one platforms. The median evaluation score across the category sits at just 4, indicating sparse comparative data for most brands.
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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.
Brands to know
In this category
Mailchimp
Top-scoring at 78 but absent from the shortlist top-ten, Mailchimp appears in niche or legacy prompts. Models recognize brand strength yet cite it less often than automation-first rivals.
Read brand profile →Customer
Customer.io combines the highest shortlist rate (57.6%) with a 74 feature score and 68 in evaluations. It owns the automation narrative across five model families.
Read brand profile →Marketo
Marketo scores 63 on feature depth and 67 in head-to-heads, anchoring enterprise MAP discussions. Its 38.4% shortlist rate reflects vertical concentration rather than broad appeal.
Read brand profile →Acoustic
Acoustic jumped 27 points in recent months and holds a 61 feature score. The climb suggests renewed citation in orchestration or CDP contexts, though sample size remains small.
Read brand profile →Pardot
Pardot's 34.2% shortlist rate contrasts with a low 38 feature score and 57 evaluation average. Models cite it for Salesforce ecosystem lock-in, not standalone capability.
Read brand profile →Citation sources
Where AI pulls citations from
873 citations captured across Marketing prompt runs.
Vendor pages
182Product, help, and marketing pages from tracked vendors
Independent sources
186Reviews, 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 categoryEvaluation
Buyers comparing optionsTrust
Buyers checking credibility- Gartner Peer Insights Customer Choicegartner.com
Conversion
Buyers ready to buyDrill down
Subcategories
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