# Pendo vs Appcues: which do AI models recommend for digital adoption, September 2026

GTM AI Recommendation Index, September 2026 Edition, Digital adoption and onboarding. Two of twelve models named Pendo first on the direct prompt; one named Appcues. Page: https://gtm-ai-index.com/customer/digital-adoption-and-onboarding/pendo-vs-appcues/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Pendo | 10% | #5 of 11 | 36% | 53 | 12 of 12 |
| Appcues | 6% | #6 of 11 | 7% | 41 | 12 of 12 |

## The direct prompt, model by model

- Kimi K2: pendo first (first choices: Pendo) (alternatives: Appcues, Chameleon, Userlane, Userpilot, Whatfix)
- GLM 4.7 FlashX: pendo first (first choices: Pendo) (alternatives: Userlane, Whatfix)
- Grok 4.1 Fast: appcues first (first choices: Appcues, UserGuiding, Userpilot) (alternatives: Apty, Pendo, Tango)
- Claude Haiku 4.5: neither first, one named (first choices: Userpilot) (alternatives: Pendo, UserGuiding)
- GPT-5.4 mini: neither first, one named (first choices: Whatfix) (alternatives: Pendo, WalkMe)
- Gemini 3.5 Flash: neither first, one named (first choices: Userpilot) (alternatives: Appcues, Pendo, Spekit, Whatfix)
- Perplexity Sonar: neither first, one named (first choices: Userpilot) (alternatives: Appcues, Chameleon, Pendo, Whatfix)
- Mistral Small: neither first, one named (first choices: Userpilot) (alternatives: Appcues, Product Fruits, Spekit, UserGuiding, Userlane)
- DeepSeek V4 Flash: neither first, one named (first choices: Whatfix) (alternatives: Appcues, Pendo, Userlane, Userpilot)
- Llama 4 Maverick: neither first, one named (first choices: Userpilot) (alternatives: Appcues, Apty, UserGuiding)
- Qwen 3.7 Flash: neither first, one named (first choices: Userpilot) (alternatives: Appcues, UserGuiding, Whatfix)
- MiniMax M2.5: neither first, one named (first choices: Userpilot) (alternatives: Appcues, Chameleon, Pendo, Whatfix)

## What the models said about Pendo

- "you will want to avoid heavy enterprise Digital Adoption Platforms (DAPs) like WalkMe, Whatfix, and Pendo" (Gemini 3.5 Flash, budget prompt, hard negative)
- "The big enterprise platforms (WalkMe, Whatfix, Pendo, Apty) are not realistic for limited budgets" (DeepSeek V4 Flash, budget prompt, hard negative)
- "My top pick for most limited budgets: Start with Pendo's free tier (if under 500 users) or Usetiful free/Plus" (Kimi K2, budget prompt, first choice)
- "I'd generally recommend Pendo if you want the strongest all-around platform" (GPT-5.4 mini, paraphrase prompt, first choice)

## What the models said about Appcues

- "Appcues
- Analytics not as deep as Pendo
- Can become messy if not managed carefully" (GLM 4.7 FlashX, negative prompt, soft negative)
- "lacks native product analytics... pricing scales steeply based on Monthly Active Users" (Gemini 3.5 Flash, negative prompt, soft negative)
- "For most mid-sized B2B companies starting out, Appcues is the safest and most scalable bet" (Qwen 3.7 Flash, paraphrase prompt, first choice)
- "Appcues (fast, code-free, ~$249/mo, only 15% negative) are the consensus picks" (DeepSeek V4 Flash, negative prompt, first choice)

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. 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.