Subcategory · AI Citation Index

Customer Success

Customer success is a tightly contested category with two consensus picks. Planhat and Totango each surface in over 94% of buyer queries across all engines and trade head-to-head wins, though Planhat edges ahead in evaluation prompts. Staircase AI by Gainsight is the absent giant — scores 72 in head-to-heads but barely surfaces in discovery, a signal of strong product reputation trapped behind weak AI visibility. Birdeye is the riser, gaining 14 points in recent months while Paddle slides 16 points in the opposite direction. This is a consolidated category with clear top-tier brands, but the head-to-head layer tells a different story than the discovery layer.

52 discovery queries · 130 head-to-heads · refreshed May 1, 2026

Discovery stage

The shortlist

Across 52 buyer-style "Customer Success" queries

Totango surfaces in 98% of buyer queries about customer success software and appears across all engines. Churnzero trails by just three percentage points at 96%, with identical cross-engine coverage. Planhat sits third at 94% visibility, also appearing on every engine we track. Salesforce shows up in every single discovery query but appears on only four engines, making it ubiquitous where it surfaces but missing from one engine entirely. Vitally and Intercom split the middle tier — Vitally appears in 69% of queries, Intercom in 67%, both visible on four engines.

0%19%37%56%75%Coverage — share of discovery prompts where the brand surfaces42%53%65%76%88%Engine diversity

Hover or click a logo to see brand details

X = coverage across discovery prompts · Y = engine diversity · Bubble size = total mentions
Tracked acrossChatGPT,Gemini,Claude

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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.

1Salesforce
7/7
2Totango
7/7
3Planhat
7/7
4Churnzero
7/7
5Staircase AI by Gainsight
4/7
1Churnzero
6/6
2Totango
6/6
3Planhat
6/6
4Gainsight CS
6/6
5Base
6/6
1Totango
6/6
2Churnzero
6/6
3Salesforce
6/6
4Planhat
5/6
5Intercom
5/6
1Comprehensive
5/5
2Salesforce
5/5
3Totango
5/5
4Churnzero
5/5
5Staircase AI by Gainsight
4/5
1Churnzero
4/4
2Totango
4/4
3Vitally
4/4
4Planhat
4/4
5Salesforce
4/4
1Totango
4/4
2Salesforce
4/4
3Churnzero
4/4
4Planhat
4/4
5Staircase AI by Gainsight
3/4
1Salesforce
4/4
2Intercom
3/4
3Churnzero
3/4
4Totango
3/4
5Gainsight CS
3/4
1Totango
4/4
2Planhat
4/4
3Churnzero
4/4
4Salesforce
4/4
5HubSpot
4/4
≥50% cited
25–49%
<25%
Topics are discovery-stage prompt clusters · customer-success

Evaluation stage

Head-to-head

How often AI cites each brand across uniform category evaluation prompts · median 52/100

Reamaze wins more head-to-heads than any other brand tracked, scoring 74 across thirteen comparison queries. Salesforce and Freshdesk follow at 71 and 67, though Salesforce appears in only four head-to-head matchups while Freshdesk fights across ten. Richpanel lands at 65 across thirteen comparisons, making it the kingmaker — shows up in many evaluation prompts but doesn't dominate them. Planhat scores 59 across fourteen head-to-heads, below the category median of 52, meaning it loses more comparison queries than it wins despite near-universal discovery visibility.

0255075100Evaluation citation rate — % of category evaluation prompts citing this brand0471114Evaluation 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 52/100

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

696 citations captured across Customer Success prompt runs.

Vendor pages

298

Product, help, and marketing pages from tracked vendors

Independent sources

139

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

Buyer questions

What AI cites for top Customer Success questions

Every query here is top-of-funnel discovery — buyers ask AI for customer success software recommendations filtered by company type, vertical, or maturity stage. Typical phrasings include 'customer success solutions for SaaS companies', 'customer success management for healthcare providers', and 'best customer success software for startups'. No head-to-head comparison prompts, trust-building questions, or pricing queries appear in the set, which means we're measuring pure share of AI attention at the awareness stage.

Discovery

Buyers exploring the category

Evaluation

Buyers comparing options

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