AEO for digital adoption analytics software: AI search visibility ranking
How AI search engines rank digital adoption analytics software by visibility and citations. 20 brands measured monthly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. Digital adoption analytics software used to measure feature usage, onboarding progress, product engagement, and workflow completion across web and enterprise applications. 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 inquire about Digital adoption analytics software, AI engines tend to highlight Whatfix as the leading choice, with other notable mentions including WalkMe and Pendo. Whatfix's visibility stands at 75%, making it significantly prominent in discussions and recommendations compared to its competitors.
The rankings are influenced by the domains most frequently cited by AI engines. Websites like whatfix.com, g2.com, and gartner.com play a crucial role, especially as aggregator and review sites shape the perception by providing comprehensive insights into performance and user experiences.
For buyers evaluating options, it's wise to consider the weight AI engines give to factors like recent reviews, third-party validation, and topical authority. Brands mentioned often by AI engines usually have consistent updates and positive recognition on these fronts, offering a reliable gauge of their current standing and capability in digital adoption analytics.
At a glance
What we observed in this category
Whatfix holds the top rank with a composite score of 75.0, the only brand where visibility and citation are perfectly aligned at 75.0 percent each. WalkMe matches Whatfix on visibility but its citation rate drops to 37.5 percent, producing a composite gap of 11.2 points between the two. The category average visibility sits at just 14.4 percent, meaning the top two brands are running at more than five times the category norm, a concentration that signals a very narrow field of AI-recognised leaders.
Inline Manual presents the sharpest divergence between being named and being trusted as a source. Its visibility is only 12.5 percent, well below the category average citation rate of 15.6 percent, yet its citation rate reaches 50.0 percent, matching Pendo. FullStory shows the inverse pattern: 12.5 percent visibility but zero citations. This split indicates the AI is occasionally referencing Inline Manual as an authoritative source inside answers where it does not surface the brand as a named recommendation.
Google AI Mode is the top engine for every brand in this dataset, with no other engine producing a standout performer. Among the top cited sources, whatfix.com leads followed by third-party sources including gartner.com, g2.com, and cpoclub.com, suggesting the AI anchors category answers on a mix of vendor-owned content and review or analyst platforms. The presence of youtube.com and vividminds.ai in the citation list points to the AI drawing on non-traditional content formats when constructing responses in this category.
Movers & shakers since last refresh
Biggest visibility risers
-
Userpilot 0% → 50% · rank #7 → #4+50pp
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WalkMe 38% → 75% · rank #3 → #2+38pp
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Whatfix 50% → 75% · rank #1 → #1+25pp
Biggest visibility fallers
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Appcues 12% → 0% · rank #4 → #12-12pp
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Chameleon 12% → 0% · rank #6 → #13-12pp
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Userlane 12% → 0% · rank #5 → #20-12pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
whatfix.com
|
75% | 75% | Google AI Mode |
Whatfix is the only brand with citation matching visibility at 75.0 percent, placing it 60.6 points above the 14.4 percent category visibility average and making it the sole consistently cited source. |
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| 2 |
walkme.com
|
75% | 38% | Google AI Mode |
WalkMe equals Whatfix on visibility at 75.0 percent but its citation rate of 37.5 percent is half that of Whatfix, reflecting a named-but-less-trusted gap despite a 37.5-point visibility gain from its previous period. |
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| 3 |
pendo.io
|
62% | 50% | Google AI Mode |
Pendo sits 12.5 points below WalkMe on visibility at 62.5 percent but outperforms WalkMe on citation rate at 50.0 percent, suggesting stronger source authority relative to its share of named appearances. |
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| 4 |
userpilot.com
|
50% | 38% | Google AI Mode |
Userpilot rose three ranks after a 50.0-point visibility jump from zero, reaching 50.0 percent visibility and appearing in the top cited sources list, the biggest single-period visibility gain in the dataset. |
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| 5 |
inlinemanual.com
|
12% | 50% | Google AI Mode |
Inline Manual has the widest visibility-to-citation gap in the top five, with 12.5 percent visibility but a 50.0 percent citation rate, indicating AI treats it as a reference source more often than it names it. |
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| 6 |
fullstory.com
|
12% | 0% | Google AI Mode |
| 7 |
gainsight.com
|
0% | 12% | Google AI Mode |
| 8 |
amplitude.com
|
0% | 12% | Google AI Mode |
| 9 |
mixpanel.com
|
0% | 12% | Google AI Mode |
| 10 |
contentsquare.com
|
0% | 12% | Google AI Mode |
| 11 |
quantummetric.com
|
0% | 12% | Google AI Mode |
| 12 |
appcues.com
|
0% | 0% | Google AI Mode |
| 13 |
chameleon.io
|
0% | 0% | Google AI Mode |
| 14 |
productfruits.com
|
0% | 0% | Google AI Mode |
| 15 |
heap.io
|
0% | 0% | Google AI Mode |
| 16 |
hotjar.com
|
0% | 0% | Google AI Mode |
| 17 |
glassbox.com
|
0% | 0% | Google AI Mode |
| 18 |
mouseflow.com
|
0% | 0% | Google AI Mode |
| 19 |
apty.io
|
0% | 0% | Google AI Mode |
| 20 |
userlane.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on digital adoption analytics 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 30 days and refresh this page automatically. How AI search ranking works →
Run an AEO audit on your own digital adoption analytics 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 digital adoption analytics software
Who leads AI visibility in digital adoption analytics software?
Whatfix leads with a composite score of 75.0 and perfectly aligned visibility and citation rates of 75.0 percent each. WalkMe shares the same visibility score but trails on citation at 37.5 percent.
How concentrated is AI visibility in this category?
The category average visibility is just 14.4 percent, while the top two brands both reach 75.0 percent visibility, meaning the leaders are appearing in AI responses at more than five times the typical rate.
What sources does Google AI Mode cite most for digital adoption analytics research?
The top cited sources are whatfix.com, cpoclub.com, gartner.com, g2.com, and userpilot.com, alongside non-traditional sources including youtube.com and vividminds.ai.
Which brands have seen the biggest recent shifts in AI visibility?
Userpilot gained 50.0 visibility points and moved from rank 7 to rank 4, while Appcues fell 8 ranks and Userlane dropped 15 ranks to last place with visibility declining to zero.
Can a brand be cited by AI without being prominently named in answers?
Yes. Inline Manual has a 50.0 percent citation rate despite only 12.5 percent visibility, and Gainsight PX, Amplitude, Mixpanel, and Contentsquare each carry 12.5 percent citation rates with zero visibility.
Which AI engine dominates visibility for this category?
Google AI Mode is the top-performing engine for all 10 ranked brands in the dataset, with no other engine producing a leading result for any brand in this category.