Subcategory · AI Citation Index
Help Desk
Freshdesk leads shortlists at 66% but ServiceNow scores highest (71); category average 55 across 101 tools.
166 discovery queries · 251 head-to-heads · refreshed Jun 6, 2026
Discovery stage
The shortlist
Across 166 buyer-style "Help Desk" queries
Freshdesk appears in 109 of 166 prompts (66% shortlist rate) with 434 total mentions across 4 models, the highest visibility in the category. ServiceNow and Atlassian follow at 55% and 52% shortlist rates respectively, though Atlassian's duplicate entry suggests data normalization issues. Zoho Desk, Salesforce Service Cloud, and HubSpot Service Hub cluster in the mid-30% range, with Front trailing at 24%.
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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 5/100
Head-to-head comparisons show narrow spreads: Freshdesk averages 49 across 28 queries, Internal and Intercom tie at 47, and ServiceNow, Jira Service Management, and Zoho Desk all land at 46. HubSpot Service Hub lags at 37 across 21 comparisons. The median evaluation score of 5 suggests most brands perform similarly when directly compared, with Freshdesk holding a modest edge.
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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
Atlassian
Scores 74, the highest featured rating, with a 52% shortlist rate and 256 mentions. Jira Service Management's ITSM heritage and workflow automation drive enterprise adoption.
Read brand profile →ServiceNow
Climbed 13 points in recent months to a 71 score, appearing in 55% of prompts. ITIL-aligned incident management and enterprise integration anchor its position.
Read brand profile →Front
Scores 72 despite just 24% shortlist coverage. Shared inbox model and email-first UX appeal to smaller teams prioritizing collaboration over ticket volume.
Read brand profile →Intercom
Holds 66 score but dropped 6 points recently, appearing in 48% of prompts with 259 mentions. Messenger-native support and proactive chat blur help desk and engagement lines.
Read brand profile →Freshdesk
Dominates shortlist visibility at 66% and leads evaluation comparisons at 49, but scores only 58. Freemium entry and omnichannel ticketing drive broad consideration despite mid-tier ratings.
Read brand profile →Citation sources
Where AI pulls citations from
639 citations captured across Help Desk prompt runs.
Vendor pages
299Product, help, and marketing pages from tracked vendors
Independent sources
153Reviews, encyclopedias, forums, press — not vendor-owned
Buyer questions
What AI cites for top Help Desk 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
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