Category · AI Citation Index

IT & Service Management

The IT & Service Management category reveals a clear two-tier market structure. ServiceNow and Atlassian command the top positions with 70%+ shortlist rates and maximum model diversity (4), indicating universal consideration across ITSM workflows. The next tier—Google, Freshservice, Okta, and Microsoft—clusters between 38-49% shortlist rates, suggesting specialized adoption for specific IT operations domains like identity management or cloud-native service desks. With 149 consensus brands but only 12 reaching evaluation stage, the category shows extreme fragmentation beyond the dominant platforms, likely reflecting niche point solutions for endpoint management, observability, and SaaS governance that struggle to achieve broad consideration.

861 discovery queries · 876 head-to-heads · refreshed Jul 13, 2026

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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.

1Freshservice
34/34
2Jira Service Management
34/34
3Atlassian
34/34
4Jira
34/34
5ServiceNow
34/34
1Atlassian
9/9
2ServiceNow
8/9
3Microsoft
8/9
4Admin
7/9
5Okta
7/9
1ServiceNow
8/8
2Jira Service Management
8/8
3Atlassian
8/8
4Jira
7/8
5Freshservice
7/8
1Microsoft
6/7
2Atlassian
5/7
3ServiceNow
5/7
4POINT
4/7
5Okta
4/7
1Capacity
6/6
2ServiceNow
6/6
3Microsoft
6/6
4Clarity
5/6
5Atlassian
5/6
1Atlassian
5/6
2Microsoft
5/6
3ServiceNow
4/6
4POINT
4/6
5Default
4/6
1ServiceNow
6/6
2Ivanti Neurons for ITSM
6/6
3Freshservice
6/6
4Jira Service Management
6/6
5Backlog
6/6
1ServiceNow
6/6
2Jira Service Management
6/6
3Atlassian
6/6
4Freshservice
6/6
5Jira
5/6
≥50% cited
25–49%
<25%
Topics are discovery-stage prompt clusters · operations-it

Evaluation stage

Head-to-head

How often AI cites each brand across uniform category evaluation prompts · median 5/100

0255075100Evaluation citation rate — % of category evaluation prompts citing this brand0285684112Evaluation 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 5/100

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

1000 citations captured across IT & Service Management prompt runs.

Vendor pages

271

Product, help, and marketing pages from tracked vendors

Independent sources

210

Reviews, 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

Evaluation

Buyers comparing options

Drill down

Subcategories

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