Subcategory · AI Citation Index
Help Desk
Freshdesk leads shortlist frequency at 65.7%, but Atlassian and ServiceNow score higher in head-to-head evaluations.
166 discovery queries · 242 head-to-heads · refreshed Sep 15, 2026
Discovery stage
The shortlist
Across 166 buyer-style "Help Desk" queries
Freshdesk appears in 109 of 166 prompts (65.7% shortlist rate), outpacing Atlassian (60.8%) and ServiceNow (55.4%) in raw mentions. Zoho.com and salesforce.com round out the top five, each crossing 50% shortlist thresholds. Intercom and hubspot.com trail at 48.2% and 43.4% respectively, while 47 brands achieve consensus visibility across the 111-brand pool.
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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
Freshdesk edges head-to-head comparisons with a 49-point average across 28 queries, narrowly ahead of Intercom (47) and a three-way tie of ServiceNow, Jira Service Management, and Zoho Desk (all 46). Salesforce Service Cloud scores 44 despite appearing in 85 shortlist prompts. HubSpot Service Hub lags at 37, suggesting shortlist frequency does not guarantee evaluation strength.
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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.
Trends
Over the last 12 months
Category median scores spiked to 71 in July 2026 but collapsed to 18 by September (sample sizes drop from 93 in April to 4 in September, limiting reliability). ServiceNow posted the steepest rise (+13 points), while Intercom fell 6 points over the measured window.
Brands to know
In this category
Atlassian
Ties for the highest unCited score (72) and holds a 60.8% shortlist rate. Jira Service Management scores 46 in evaluations, placing it in the mid-pack for head-to-head outcomes.
Read brand profile →ServiceNow
Scores 71—second-highest overall—and climbed 13 points in recent months. Appears in 55.4% of shortlists and ranks third in evaluation queries with a 46-point average.
Read brand profile →Freshdesk
Dominates shortlist frequency (65.7%) and leads evaluations with a 49-point average across 28 comparisons. UnCited score of 58 sits below ServiceNow and Atlassian, signaling volume over consensus quality.
Read brand profile →Intercom
Ties for fourth in unCited score (66) and places second in evaluation average (47 across 27 queries). Recent 6-point decline marks the category's steepest fall, despite 48.2% shortlist presence.
Read brand profile →Zendesk Support Suite
Matches Atlassian's 72 unCited score but does not crack the top-10 shortlist by frequency. Absence from evaluation data suggests models cite it less often in direct comparisons.
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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