AEO for voice of customer software: AI search visibility ranking
How AI search engines rank voice of customer software by visibility and citations. 20 brands measured quarterly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. Voice of customer platforms used to collect feedback, measure sentiment, surface customer insight, and improve retention and experience programs. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
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When buyers ask AI engines about Voice of customer software, they frequently mention Qualtrics as the leader, with a notable visibility rate of 62.5%. Medallia and Forsta also receive frequent citations. These brands surface often in AI responses, signaling their prominence and recognition in the space.
The rankings reflect the sources AI engines cite the most, including popular domains like google.com and customergauge.com. These domains often serve as review aggregators or analytical sites, providing AI engines with substantial data points to draw upon. The frequent appearance of qualtrics.com in these sources in part explains its leadership position.
For buyers reviewing the page, it's crucial to consider what AI engines prioritize: recent reviews, third-party validation, and topical authority. Brands that maintain strong, up-to-date reputations across these metrics naturally emerge higher in AI answers. Evaluating brands based on these factors could aid in selecting a company that meets your specific needs.
At a glance
What we observed in this category
Qualtrics leads the Voice of customer software AEO landscape with a composite score of 62.5, more than double Medallia's 26.2 and nearly four times the scores of Forsta and InMoment at 17.5 each. That gap is significant because Qualtrics is the only brand where visibility and citation are perfectly aligned at 62.5 percent each, suggesting Google AI Mode treats it as both a named presence and a trusted source. Every other brand in the top five shows a structural imbalance between those two signals.
The visibility-to-citation divergence across the category is sharp. Medallia appears in 37.5 percent of responses but carries a 0.0 percent citation rate, meaning it is named frequently but never linked as a source. Verint shows the inverse pattern: 0.0 percent visibility with a 12.5 percent citation rate, making it a referenced source that is almost never surfaced by name. This split reveals that being mentioned and being cited are distinct AEO outcomes in this category, and most brands are achieving at most one of them.
Google AI Mode is the only engine driving all recorded signals across the top 20 brands in this audit. The cited sources list shows the AI is anchoring heavily on third-party and niche domains including customergauge.com, enterpret.com, syncly.app, and gartner.com, alongside qualtrics.com itself. The presence of gartner.com confirms that analyst-tier content carries weight in AI-generated responses for this category, while smaller specialist sites like koji.so and indellia.com suggest the model is drawing from a broader pool than just the dominant vendor domains.
Movers & shakers since last refresh
Biggest visibility risers
-
Forsta 0% → 25% · rank #16 → #3+25pp
-
InMoment 0% → 25% · rank #8 → #4+25pp
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Qualtrics 50% → 62% · rank #2 → #1+12pp
Biggest visibility fallers
-
Medallia 62% → 38% · rank #1 → #2-25pp
-
AskNicely 12% → 0% · rank #3 → #6-12pp
-
Zonka Feedback 12% → 0% · rank #4 → #11-12pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
qualtrics.com
|
62% | 62% | Google AI Mode |
Qualtrics holds a 62.5 percent visibility and citation rate, the only brand where both scores align, sitting 8 times above the category average citation rate of 3.8 percent. |
||||
| 2 |
medallia.com
|
38% | 0% | Google AI Mode |
Medallia reaches 37.5 percent visibility, five times the category average, but its 0.0 percent citation rate means Google AI Mode names it without ever linking it as a source. |
||||
| 3 |
forsta.com
|
25% | 0% | Google AI Mode |
Forsta is the biggest mover in the audit, jumping from rank 16 to rank 3 with a 25-point visibility gain, yet it still records a 0.0 percent citation rate. |
||||
| 4 |
inmoment.com
|
25% | 0% | Google AI Mode |
InMoment matches Forsta at 25.0 percent visibility and a 17.5 composite score, rising four places from rank 8, but also carries zero citation share. |
||||
| 5 |
verint.com
|
0% | 12% | Google AI Mode |
Verint is an outlier with 0.0 percent visibility but a 12.5 percent citation rate, three times the category average, suggesting it functions as a background reference rather than a named recommendation. |
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| 6 |
asknicely.com
|
0% | 0% | Google AI Mode |
| 7 |
delighted.com
|
0% | 0% | Google AI Mode |
| 8 |
mopinion.com
|
0% | 0% | Google AI Mode |
| 9 |
opinionlab.com
|
0% | 0% | Google AI Mode |
| 10 |
getfeedback.com
|
0% | 0% | Google AI Mode |
| 11 |
zonkafeedback.com
|
0% | 0% | Google AI Mode |
| 12 |
surveysparrow.com
|
0% | 0% | Google AI Mode |
| 13 |
alchemer.com
|
0% | 0% | Google AI Mode |
| 14 |
qualaroo.com
|
0% | 0% | Google AI Mode |
| 15 |
surveymonkey.com
|
0% | 0% | Google AI Mode |
| 16 |
hotjar.com
|
0% | 0% | Google AI Mode |
| 17 |
uservoice.com
|
0% | 0% | Google AI Mode |
| 18 |
typeform.com
|
0% | 0% | Google AI Mode |
| 19 |
nice.com
|
0% | 0% | Google AI Mode |
| 20 |
birdeye.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on voice of customer software, these are the domains Google AI Mode cited most often. If you're not on this list — or if your competitors are — that's a concrete PR / linkbuilding target.
How to read this AEO ranking
Four things worth knowing before you act on the numbers above. These are the same definitions across every industry page — for category-specific observations, see the What we observed section above (where available) and the per-brand insights inline in the ranking.
Visibility = being named
A brand's visibility % is the share of AI answers that mention it by name in the response prose. This is who AI engines actively recommend to the buyer. More on visibility →
Citation rate = being trusted
Citation rate is the share of AI answers that include the brand's domain as a clickable source link. This is what the AI treats as authoritative evidence, different from being named. More on citation rate →
Top engine differs by brand
The "top engine" column shows which AI surface each brand performs best on. Big gaps between a brand's score across engines usually points to specific content or schema gaps. How AI engines pick sources →
AEO rankings move month to month
AI engines re-crawl and re-rank on shorter cycles than classical search. We re-audit every brand on this list at least every 90 days and refresh this page automatically. How AI search ranking works →
Run an AEO audit on your own voice of customer software brand
The brands above were curated from public market-leader lists. Want the same answer engine optimisation measurement against your own brand — including the queries you appear on, which competitors get named instead, and a prioritised fix list? Run a free preview.
Frequently asked about AEO for voice of customer software
Who leads AEO in Voice of customer software?
Qualtrics leads with a composite score of 62.5 and matching visibility and citation rates of 62.5 percent each. No other brand in the category comes close to achieving that alignment between being named and being cited.
What sources does Google AI Mode cite most for Voice of customer software research?
The audit shows Google AI Mode draws from customergauge.com, enterpret.com, syncly.app, gartner.com, and qualtrics.com among others. The presence of analyst content from gartner.com and niche specialist domains suggests the model is not relying solely on vendor sites.
Which brands are gaining AEO visibility fastest in this category?
Forsta gained 25 visibility points and climbed from rank 16 to rank 3 in one period, making it the largest mover in the audit. InMoment also gained 25 visibility points, moving from rank 8 to rank 4.
Can a brand have high citation but low visibility in this category?
Yes. Verint records 0.0 percent visibility but a 12.5 percent citation rate, meaning Google AI Mode references it as a source without surfacing it as a named recommendation in responses.
Which established brands are losing AEO ground in Voice of customer software?
Medallia fell from rank 1 to rank 2 with a 25-point visibility drop, while AskNicely dropped from rank 3 to rank 6 and lost 37.5 citation points, falling to zero on both metrics.
How concentrated is AEO performance across the 20 brands in this category?
It is highly concentrated. The category average visibility is 7.5 percent and average citation is 3.8 percent, while Qualtrics alone holds 62.5 percent on both measures. At least 15 of the 20 tracked brands record a composite score of zero.