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

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

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| HelpHero | 10% | #4 of 11 | 0% | 10 | 7 of 12 |
| Pendo | 10% | #5 of 11 | 36% | 53 | 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)
- 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)
- Grok 4.1 Fast: neither first, one named (first choices: Appcues, UserGuiding, Userpilot) (alternatives: Apty, Pendo, Tango)
- DeepSeek V4 Flash: neither first, one named (first choices: Whatfix) (alternatives: Appcues, Pendo, Userlane, Userpilot)
- MiniMax M2.5: neither first, one named (first choices: Userpilot) (alternatives: Appcues, Chameleon, Pendo, Whatfix)
- Mistral Small: neither named (first choices: Userpilot) (alternatives: Appcues, Product Fruits, Spekit, UserGuiding, Userlane)
- Llama 4 Maverick: neither named (first choices: Userpilot) (alternatives: Appcues, Apty, UserGuiding)
- Qwen 3.7 Flash: neither named (first choices: Userpilot) (alternatives: Appcues, UserGuiding, Whatfix)

## What the models said about HelpHero

- "HelpHero and UserGuiding are the strongest practical picks, with HelpHero appearing to be the cheapest option" (Perplexity Sonar, budget prompt, first choice)
- "1. HelpHero - Best Overall Budget Option ... If budget is the primary concern: Go with HelpHero ($55/month)" (GLM 4.7 FlashX, budget prompt, first choice)
- "For most small businesses, HelpHero offers the best balance of affordability and features" (Mistral Small, 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.