Category · AI Citation Index

Customer Experience

The customer experience category exhibits a paradox: high shortlist rates for established players like Salesforce (70%), Intercom (63%), and Freshdesk (59%) coexist with complete absence of prompt-level demand signals. With all top brands showing maximum model diversity (5/5) and 189 consensus brands competing against just 12 in evaluation, buyers appear to select based on incumbent market position rather than differentiated capabilities. This suggests CX tools compete on ecosystem lock-in and brand trust rather than novel functionality.

848 discovery queries · 819 head-to-heads · refreshed Jul 13, 2026

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Score shifts, new entrants, citation gaps — every Monday.

Signal by intent

By topic

Top 5 most-cited brands per intent cluster. Brands with zero citations in a topic are not shown.

1Salesforce
55/56
2Freshdesk
37/56
3HubSpot
33/56
4Microsoft
28/56
5Journey
28/56
1Salesforce
48/55
2Intercom
48/55
3Freshdesk
34/55
4Recommend
30/55
5HubSpot
30/55
1Freshdesk
12/12
2HubSpot
12/12
3Intercom
12/12
4Salesforce
11/12
5Recommend
10/12
1Salesforce
7/7
2ServiceNow
7/7
3Microsoft
7/7
4Nice
6/7
5Sprinklr
6/7
1Salesforce
6/6
2Mixpanel
4/6
3Intercom
4/6
4POINT
3/6
5Bloomreach
3/6
1Plan
6/6
2HubSpot
6/6
3Zoho Expense
6/6
4Place
6/6
5Freshdesk
6/6
1Typeform
5/5
2Delighted
5/5
3Pendo
5/5
4Hotjar
5/5
5Intercom
5/5
1Effort
5/5
2Insights
5/5
3Collect
5/5
4Plan
5/5
5Salesforce
5/5
≥50% cited
25–49%
<25%
Topics are discovery-stage prompt clusters · customer-experience

Evaluation stage

Head-to-head

How often AI cites each brand across uniform category evaluation prompts · median 4/100

0255075100Evaluation citation rate — % of category evaluation prompts citing this brand0255176101Evaluation 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 4/100

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 Customer Experience prompt runs.

Vendor pages

242

Product, help, and marketing pages from tracked vendors

Independent sources

193

Reviews, encyclopedias, forums, press — not vendor-owned

Buyer questions

What AI cites for top Customer Experience 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

Conversion

Buyers ready to buy

Drill down

Subcategories

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