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In-app messaging and customer communications · October 2026 Edition

OneSignal vs Userpilot

Zero of fourteen models named OneSignal first on the direct prompt; five named Userpilot. OneSignal was named by fourteen of the fourteen models and Userpilot by thirteen and OneSignal carries 34 labels and Userpilot 27, so the shares are not directly comparable.

OneSignal

accepted challenger

By Q140701571, San Mateo, United States, founded 2011. Named in four categories this edition.

Userpilot

accepted challenger

Named in seven categories this edition.

First-choice share17%16%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.

Negative rate3%7%Negative labels as a share of the product's labels, 0 to 100.

Rank in category#2#3A position in a field of 15; printed, not drawn.

Labels3427A count; the two differ.

The two percentage rows are drawn on one 0 to 100 track, OneSignal reading right to left. Rank and label count are printed, not drawn.Appcues was named alongside these two in eleven of the fourteen direct answers. Intercom vs OneSignal · Intercom vs Userpilot · OneSignal vs Appcues

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen 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.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.

OneSignalFirst choices, of fourteen modelsUserpilot

Direct05

Paraphrase031 against OneSignal

Comparative10

Budget-constrained1002 against Userpilot

Scale-constrained01

Negative00

Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where OneSignal and Userpilot stood in it.

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
GPT-6 Luna
Muse Glimmer 30B

OneSignal

Userpilot

first choice

named as an alternative

argued againstblank: not namedEach cell is one answer, OneSignal on the left and Userpilot on the right.

The direct prompt

The plain question, one answer per model, grouped by where OneSignal and Userpilot stood in it.

Userpilot first, OneSignal not the choice

5 of 14 modelsOneSignal was named in the answer but not as the choice, or not at all.

Gemini 3.5 FlashIntercom, Userpilot alternatives: Appcues, Front, Plain, Pylon, Userflow

Kimi K2Appcues, Userpilot alternatives: Chameleon, Intercom

MiniMax M2.5Userpilot alternatives: Appcues, Chameleon, Intercom

GPT-6 LunaUserpilot alternatives: Appcues, Intercom, Pendo

Muse Glimmer 30BAppcues, Userpilot alternatives: Braze, Intercom, Pendo, Product Fruits

Neither was the first choice, one was named

5 of 14 modelsThe answer put something else first and named one of the two as an alternative.

Perplexity SonarAppcues alternatives: Knock, OneSignal

Mistral SmallKnock alternatives: Appcues, OneSignal

DeepSeek V4 FlashIntercom alternatives: Appcues, OneSignal, Userpilot

Qwen 3.7 FlashAppcues alternatives: Chameleon, Pendo, UserGuiding, Userpilot

GLM 4.7 FlashXIntercom alternatives: Appcues, CleverTap, Userpilot

Neither was named

4 of 14 modelsThe answer made no first choice from these two in this category.

Claude Haiku 4.5no first choice alternatives: Front, Gleap, Helply, Intercom, Product Fruits

GPT-5.4 miniIntercom alternatives: Appcues, Pendo

Grok 4.1 FastIntercom alternatives: CometChat, LiveChat, Sendbird, Zendesk

Llama 4 MaverickKnock, Respond.io

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.

By buyer segment

The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.

Small business

OneSignal leads by eighteen points.

OneSignal#2 of 13

Userpilot#9 of 13

The full small business standing →

Mid-marketThe figures above

OneSignal leads by two points.

OneSignal#2 of 15

Userpilot#3 of 15

The full mid-market standing →

Enterprise

The order flips: Userpilot leads at enterprise.

Userpilot#9 of 16

OneSignal#12 of 16

The full enterprise standing →

What the models said about OneSignal

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.

“OneSignal/Firebase: Too lightweight for B2B product messaging” Kimi K2 · paraphrase prompt · hard negative

“For companies with very limited budgets, OneSignal or Firebase are ideal starting points since they offer generous free tiers.” Claude Haiku 4.5 · budget prompt · first choice

What the models said about Userpilot

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.

“Good tool but pricey for small budgets” DeepSeek V4 Flash · budget prompt · hard negative

Also compared

Intercom vs OneSignal Intercom vs Userpilot OneSignal vs Appcues OneSignal vs Pendo OneSignal vs Knock OneSignal vs Braze OneSignal vs CometChat Userpilot vs Appcues Userpilot vs Pendo Userpilot vs Knock Userpilot vs Braze Userpilot vs CometChat All twenty-eight head-to-head pages and the full in-app messaging standing

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.