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

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

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| UserGuiding | 21% | #2 of 11 | 5% | 38 | 12 of 12 |
| Pendo | 10% | #5 of 11 | 36% | 53 | 12 of 12 |

## The direct prompt, model by model

- Grok 4.1 Fast: userguiding first (first choices: Appcues, UserGuiding, Userpilot) (alternatives: Apty, Pendo, Tango)
- 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)
- 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 UserGuiding

- "entry-level tools (like UserGuiding) can feel too basic and struggle with the non-linear, multi-tenant nature of B2B software" (Gemini 3.5 Flash, paraphrase prompt, soft negative)
- "often flagged in user reviews for having glitchy or buggy interfaces" (Gemini 3.5 Flash, negative prompt, soft negative)
- "Budget < $300/mo? UserGuiding (fastest value, G2 badges for mid-market results/implementation)." (Grok 4.1 Fast, direct prompt, first choice)
- "lighter, more affordable platforms like UserGuiding, Userpilot, or Tango will provide better ROI" (Mistral Small, negative prompt, first choice)
- "The best digital adoption platform for a company with a limited budget is UserGuiding" (Llama 4 Maverick, budget prompt, first choice)

## 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)

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.