# Klaviyo vs Twilio Programmable Messaging: which do AI models recommend for mobile & push, October 2026

GTM AI Recommendation Index, October 2026 Edition, Mobile marketing and push. Zero of fourteen models named Klaviyo first on the direct prompt; zero named Twilio Programmable Messaging. Page: https://gtm-ai-index.com/marketing/mobile-marketing-and-push/klaviyo-vs-twilio-programmable-messaging/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Klaviyo | 2% | #6 of 14 | 21% | 28 | 13 of 14 |
| Twilio Programmable Messaging | 2% | #7 of 14 | 25% | 28 | 11 of 14 |

## The direct prompt, model by model

- DeepSeek V4 Flash: neither first, one named (first choices: OneSignal) (alternatives: Customer.io, Twilio Programmable Messaging)
- Llama 4 Maverick: neither first, one named (first choices: Pushwoosh) (alternatives: Attentive, Klaviyo)
- MiniMax M2.5: neither first, one named (first choices: OneSignal) (alternatives: Braze, MoEngage, Salesforce Marketing Cloud, Twilio Programmable Messaging)
- Claude Haiku 4.5: neither named (first choices: Customer.io) (alternatives: ActiveCampaign, Courier, OneSignal, Pushwoosh, Vero)
- GPT-5.4 mini: neither named (first choices: Braze) (alternatives: Airship, Iterable, OneSignal)
- Gemini 3.5 Flash: neither named (first choices: Customer.io, Sakari) (alternatives: ActiveCampaign, OneSignal)
- Perplexity Sonar: neither named (first choices: OneSignal) (alternatives: Attentive, CleverTap, Insider, MoEngage)
- Grok 4.1 Fast: neither named (first choices: Customer.io) (alternatives: Braze, OneSignal, Pushwoosh, Vero)
- Mistral Small: neither named (first choices: OneSignal, Pushwoosh) (alternatives: Insider)
- Qwen 3.7 Flash: neither named (first choices: Customer.io) (alternatives: Braze, HubSpot Marketing Hub)
- Kimi K2: neither named (first choices: OneSignal) (alternatives: ActiveCampaign, Customer.io, Iterable)
- GLM 4.7 FlashX: neither named (first choices: Customer.io) (alternatives: OneSignal)
- GPT-6 Luna: neither named (first choices: Customer.io Journeys) (alternatives: Braze, OneSignal)
- Muse Glimmer 30B: neither named (first choices: Customer.io) (alternatives: Braze, Iterable)

## What the models said about Klaviyo

- "Attentive and Klaviyo are phenomenal for SMS, but they are built for Shopify/e-commerce. They struggle with B2B data models" (Gemini 3.5 Flash, direct prompt, hard negative)
- "E-commerce powerhouse (Shopify/others); SMS + email automation, personalization via data; high deliverability" (Grok 4.1 Fast, comparative prompt, first choice)

## What the models said about Twilio Programmable Messaging

- "Be Cautious of Developer-First CPaaS Engines if You Lack Engineering Support... Avoid If: You are a marketer or small business owner with no coding experience." (Gemini 3.5 Flash, negative prompt, soft negative)
- "Twilio (DIY API) has mixed rep for SMS—solid infrastructure but complaints on deliverability/support; deprecated Notify service in 2025." (Grok 4.1 Fast, negative prompt, soft negative)
- "Not a scam, but pricing surprises — carrier surcharges, 10DLC fees, and number rental can add ~50%+ to your budget." (DeepSeek V4 Flash, negative prompt, soft negative)
- "I'd recommend Twilio as the top choice for a combined push and SMS messaging tool." (Grok 4.1 Fast, paraphrase prompt, first choice)
- "If you need maximum flexibility, have dev resources, and anticipate very high volumes → Twilio is the more powerful (but more work) choice." (MiniMax M2.5, paraphrase prompt, alternative)
- "Best if you want maximum flexibility and have engineering resources; it is positioned as customizable and API-driven." (Perplexity Sonar, paraphrase prompt, alternative)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.