Subcategory · AI Citation Index
IT Service Management
ServiceNow and Atlassian dominate ITSM shortlists; scoring volatile; four-month trend shows sharp May-June drop.
174 discovery queries · 288 head-to-heads · refreshed Jun 8, 2026
Discovery stage
The shortlist
Across 174 buyer-style "IT Service Management" queries
ServiceNow Software Asset Management and Atlassian collectively own the top five shortlist slots, with ServiceNow appearing in 70% of prompts and Atlassian variants appearing in 66%, 49%, and 41% respectively. Freshservice and ManageEngine ADManager Plus trail at 49% and 39%, while PagerDuty rounds out the consensus at 29%. All top contenders achieve full model diversity across four LLMs.
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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 9/100
Freshservice, Jira Service Management, and ServiceNow tie at 54 in head-to-head evaluations, each tested in 30 comparison queries. Atlassian follows at 52, ManageEngine ServiceDesk Plus at 48, and Ivanti products cluster at 43. The category median of 9 reveals a long tail of 166 brands rarely surfacing in direct comparisons.
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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
ClickUp
ClickUp scores 78—highest in the category—yet does not crack the top-ten shortlist, suggesting strong performance in niche use cases rather than broad ITSM applicability. The disconnect between evaluation strength and shortlist presence warrants investigation.
Read brand profile →Atlassian
Atlassian appears three times in the top five shortlist slots and scores 74, reflecting its portfolio strategy across Jira Service Management, Jira, and Confluence. It posts 52 in evaluations with 29 comparison queries, indicating LLMs default to the brand for ticket and workflow scenarios.
Read brand profile →ServiceNow Software Asset Management
ServiceNow leads the shortlist at 70% appearance and scores 71, while rising 13 points in the volatile trend window. Its 535 total mentions suggest LLMs anchor on it for enterprise ITSM, though the 'Software Asset Management' label may conflate distinct product lines.
Read brand profile →Pagerduty
PagerDuty scores 74 and appears in 29% of shortlists with 133 mentions, positioning it as the incident-response specialist in a category otherwise dominated by full-suite ITSM platforms. Its model diversity of 4 confirms cross-LLM recognition.
Read brand profile →monday service
monday service scores 72 but does not appear in the top-ten shortlist, mirroring ClickUp's pattern of strong evaluation performance without broad consensus. This suggests LLMs rate it highly in direct comparisons but rarely volunteer it unprompted.
Read brand profile →Citation sources
Where AI pulls citations from
617 citations captured across IT Service Management prompt runs.
Vendor pages
206Product, help, and marketing pages from tracked vendors
Independent sources
174Reviews, encyclopedias, forums, press — not vendor-owned
Buyer questions
What AI cites for top IT Service Management 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- Best ITSM tool of 2026 | TechRadartechradar.com
Evaluation
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