Zero of twelve models named OneSignal first on the direct prompt; one named Appcues. Both were named by all twelve models and OneSignal carries 28 labels and Appcues 35, so the shares are not directly comparable.
By Q140701571, San Mateo, United States, founded 2011. Named in three categories this edition.
Named in three categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the in-app messaging and customer communications page.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Platforms Requiring Caution ... However, generally considered more secure than the platforms above” Kimi K2 · negative prompt · soft negative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Pendo and Appcues dominated this space, but they have grown increasingly expensive and complex” Gemini 3.5 Flash · paraphrase prompt · soft negative
“Its native analytics are relatively shallow... Its pricing can also scale up quickly” Gemini 3.5 Flash · direct prompt · soft negative
“Best overall for mid-market B2B product teams: Appcues if your main goal is onboarding, adoption, and lifecycle messaging” GPT-5.4 mini · direct prompt · first choice
“The industry standard for mid-market SaaS; focuses on speed of deployment... Use Category 1 (Appcues/Userpilot)” Qwen 3.7 Flash · comparative prompt · first choice
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.