Customer.io vs Google App Campaigns
Two of twelve models named Customer.io first on the direct prompt; zero named Google App Campaigns. Customer.io was named by eight of the twelve models and Google App Campaigns by eleven and Customer.io carries 12 labels and Google App Campaigns 17, so the shares are not directly comparable.
Named in seven categories this edition.
By Google Search, United States, founded 1997. Named in one category 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 mobile apps page.
By framing
Customer.ioFirst choices, of twelve modelsGoogle App Campaigns
Every model, every framing
| 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 | |
Customer.io Google App Campaigns first choice named as an alternative argued againstblank: not namedEach cell is one answer, Customer.io on the left and Google App Campaigns on the right.The direct prompt
Customer.io first, Google App Campaigns not the choice
2 of 12 modelsGoogle App Campaigns was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
3 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
7 of 12 modelsThe answer made no first choice from these two in this category.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
Customer.io4%#6 of 12Google App Campaigns4%#5 of 12Customer.io15%#2 of 16Google App Campaigns9%#5 of 16Customer.io4%#– of 11Google App Campaigns0%#– of 11What the models said about Customer.io
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Best Overall for B2B SaaS & Product-Led Growth: Customer.io ... widely considered the sweet spot for mid-market B2B companies” Qwen 3.7 Flash · direct prompt · first choice
What the models said about Google App Campaigns
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Why it’s best for budget: Uses automated bidding across Google Search, YouTube, Play Store, and Display Network. No minimum daily spend requirement.” Qwen 3.7 Flash · budget prompt · first choice
“is Meta Advantage+ App Campaigns and Google App Campaigns. They have no minimum spend requirement” Llama 4 Maverick · budget prompt · first choice
“Google App Campaigns: Similar to Meta — automated bidding with no minimum spend.” GLM 4.7 FlashX · budget 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.