1 category · RankedApty
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Digital adoption and onboarding | Customer | 2% | 8 of 58 | 24% | 21 | accepted challenger |
Movement
By model
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.1 Fast | 0 | 1 | 1 | 1 | 3 |
| Mistral Small | 0 | 1 | 0 | 1 | 2 |
| DeepSeek V4 Flash | 1 | 1 | 0 | 3 | 5 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 3 | 1 | 0 | 4 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“Whatfix, Userlane, or Apty frequently offer the best balance” DeepSeek V4 Flash · Digital adoption · scale prompt · first choice
“Best For: Organizations where data quality and compliance are the primary issues.” Gemini 3.5 Flash · Digital adoption · comparative prompt · alternative
“Apty — Compliance & Process Focus ... Regulated industry, compliance critical” Kimi K2 · Digital adoption · comparative prompt · alternative
“Focus on process adherence rather than just feature usage; vendor-independent” Kimi K2 · Digital adoption · negative prompt · alternative
And against it
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“not realistic for limited budgets” DeepSeek V4 Flash · Digital adoption · budget prompt · hard negative
“be cautious with these common pain points across enterprise-focused DAPs (e.g., WalkMe, Whatfix, Pendo, Apty)” Grok 4.1 Fast · Digital adoption · negative prompt · soft negative
“don't use an enterprise DAP (WalkMe, Whatfix, Apty) for customer onboarding of a modern SaaS product” DeepSeek V4 Flash · Digital adoption · negative prompt · soft negative
“Why to be cautious: Enterprise overkill ... Steep learning curve” Mistral Small · Digital adoption · negative prompt · soft negative
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 8 of the 68 answers that named Apty and are not a share of its labels.
Domains cited
Forty of the forty domain citations in answers naming Apty came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Claim this page
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Apty's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Apty, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at apty.ai is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.