# UserGuiding vs Tango: which do AI models recommend for digital adoption, October 2026

GTM AI Recommendation Index, October 2026 Edition, Digital adoption and onboarding. Two of fourteen models named UserGuiding first on the direct prompt; zero named Tango. Page: https://gtm-ai-index.com/customer/digital-adoption-and-onboarding/userguiding-vs-tango/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| UserGuiding | 22% | #2 of 11 | 7% | 41 | 14 of 14 |
| Tango | 3% | #6 of 11 | 0% | 10 | 6 of 14 |

## The direct prompt, model by model

- Claude Haiku 4.5: userguiding first (first choices: Appcues, UserGuiding) (alternatives: Pendo, Product Fruits, Userpilot, Whatfix)
- Muse Glimmer 30B: userguiding first (first choices: UserGuiding, Userpilot) (alternatives: Gainsight PX, Pendo, Spekit, Whatfix)
- Gemini 3.5 Flash: neither first, one named (first choices: Userpilot) (alternatives: Appcues, Spekit, Tango, Userflow, Whatfix)
- Grok 4.1 Fast: neither first, one named (first choices: Pendo, Userpilot) (alternatives: UserGuiding, Whatfix)
- DeepSeek V4 Flash: neither first, one named (first choices: Whatfix) (alternatives: Appcues, UserGuiding, Userpilot)
- Llama 4 Maverick: neither first, one named (first choices: Chameleon) (alternatives: Skalin, UserGuiding, Userflow)
- GLM 4.7 FlashX: neither first, one named (first choices: Whatfix) (alternatives: Appcues, Pendo, Product Fruits, UserGuiding, Userpilot)
- GPT-5.4 mini: neither named (first choices: Userpilot) (alternatives: Pendo, WalkMe, Whatfix)
- Perplexity Sonar: neither named (first choices: Userpilot) (alternatives: Chameleon, Product Fruits)
- Mistral Small: neither named (first choices: Pendo, Whatfix) (alternatives: Gainsight PX, Userpilot)
- Qwen 3.7 Flash: neither named (first choices: Whatfix) (alternatives: Appcues, Pendo, WalkMe)
- Kimi K2: neither named (first choices: Userpilot) (alternatives: Appcues, Product Fruits, Whatfix)
- MiniMax M2.5: neither named (first choices: Pendo, Whatfix) (alternatives: Appcues)
- GPT-6 Luna: neither named (first choices: Userpilot) (alternatives: Pendo, Whatfix)

## What the models said about UserGuiding

- ""lighter" DAPs (like UserGuiding or Userpilot) can feel limiting when dealing with complex enterprise applications" (Qwen 3.7 Flash, negative prompt, soft negative)
- "Dislikes lead with customization limits, pricing and setup effort, with reporting depth also mentioned" (Muse Glimmer 30B, negative prompt, soft negative)
- "Cheaper entry point, but less depth for mid-market needs" (DeepSeek V4 Flash, paraphrase prompt, soft negative)
- "UserGuiding stands out as the recommended choice, offering a solid feature set at the lowest paid price point while maintaining ease of use." (Claude Haiku 4.5, budget prompt, first choice)
- "UserGuiding and Tango are often considered the best options due to their transparent pricing models" (Qwen 3.7 Flash, budget prompt, first choice)
- "UserGuiding is frequently cited as the top choice for smaller companies due to its affordability" (MiniMax M2.5, budget prompt, first choice)

## What the models said about Tango

- "Tango (Best for Automated Walkthroughs & Documentation) ... Download the free browser extension for Tango or Guidde." (Gemini 3.5 Flash, budget prompt, first choice)
- "UserGuiding and Tango are often considered the best options" (Qwen 3.7 Flash, budget prompt, first choice)
- "Choose Tango if you need to train people quickly and don't have a large IT budget." (Qwen 3.7 Flash, comparative 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.