# Pendo: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 174 judge labels across 11 categories by 14 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/pendo

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Digital adoption and onboarding](https://www.gane.ai/index/gtm/customer/digital-adoption-and-onboarding/index.md) | 7% | 4 | 30% | 66 |
| [In-app messaging and customer communications](https://www.gane.ai/index/gtm/customer/in-app-messaging-and-customer-communications/index.md) | 4% | 6 | 13% | 23 |
| [Mobile apps](https://www.gane.ai/index/gtm/marketing/mobile-apps/index.md) | 4% | 10 | 0% | 3 |
| [Interactive demo platforms](https://www.gane.ai/index/gtm/sales/interactive-demo-platforms/index.md) | 2% | 10 | 25% | 4 |
| [Product analytics](https://www.gane.ai/index/gtm/gtm-data/product-analytics/index.md) | 0% | 4 | 14% | 49 |
| [Client onboarding platforms](https://www.gane.ai/index/gtm/customer/client-onboarding/index.md) | 0% | 23 | 20% | 10 |
| [Customer intelligence and data science](https://www.gane.ai/index/gtm/gtm-data/customer-intelligence-and-data-science/index.md) | 0% | 28 | 20% | 10 |
| [Customer feedback and surveys](https://www.gane.ai/index/gtm/customer/customer-feedback-and-surveys/index.md) | 0% | 36 | 25% | 4 |
| [Customer education and LMS](https://www.gane.ai/index/gtm/customer/customer-education-and-lms/index.md) | 0% | 27 | 0% | 3 |
| [Customer success platforms](https://www.gane.ai/index/gtm/customer/customer-success-platforms/index.md) | 0% | 48 | 0% | 1 |
| [Revenue intelligence and forecasting](https://www.gane.ai/index/gtm/sales/revenue-intelligence-and-forecasting/index.md) | 0% | 83 | 100% | 1 |

## What the models said for it

- "Pendo and Appcues tend to strike the best balance between features, ease of use, and cost-effectiveness" (Claude Haiku 4.5, Interactive demos)
- "with Pendo being the only one pairing enterprise governance and security with product analytics" (Claude Haiku 4.5, Digital adoption)
- "Start with OneSignal for your push notifications and Pendo for in-app guidance." (Qwen 3.7 Flash, In-app messaging)
- "Pendo or Userpilot for customer-facing in-app messaging (depending on budget)" (GLM 4.7 FlashX, In-app messaging)

## And against it

- "Tools I'd Skip for Mid-Sized B2B: Pendo | Heavy enterprise focus; expensive; complex for mid-market needs" (Kimi K2, Digital adoption)
- "Why you should avoid the "Enterprise" Giants ... Pendo ... often overkill for a mid-sized company" (GLM 4.7 FlashX, Digital adoption)
- "Platforms with Significant Issues ... Pendo Major red flags: - Extremely expensive" (GLM 4.7 FlashX, Digital adoption)
- "Avoid enterprise-heavy tools like WalkMe or Pendo unless you qualify for discounts" (Grok 4.20, Digital adoption)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 2 | 6 | 4 | 2 | 14 |
| GPT-5.4 mini | 1 | 9 | 1 | 0 | 11 |
| Gemini 3.5 Flash | 1 | 10 | 2 | 2 | 15 |
| Perplexity Sonar | 0 | 8 | 2 | 2 | 12 |
| Grok 4.20 | 0 | 11 | 3 | 6 | 20 |
| Mistral Small | 0 | 1 | 7 | 1 | 9 |
| DeepSeek V4 Flash | 0 | 5 | 4 | 6 | 15 |
| Llama 4 Maverick | 0 | 1 | 4 | 0 | 5 |
| Qwen 3.7 Flash | 1 | 7 | 1 | 4 | 13 |
| Kimi K2 | 0 | 4 | 3 | 6 | 13 |
| GLM 4.7 FlashX | 1 | 4 | 2 | 3 | 10 |
| MiniMax M2.5 | 1 | 5 | 2 | 1 | 9 |
| GPT-6 Luna | 2 | 10 | 0 | 1 | 13 |
| Muse Glimmer 30B | 0 | 6 | 6 | 3 | 15 |

## Sources returned with these answers

The sites and pages cited by the answers that named Pendo, from 409 of the 475 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 169
- userpilot.com: 156
- pendo.io: 105 (its own site)
- capterra.com: 97
- walkme.com: 92
- amplitude.com: 78
- guideflow.com: 78
- mixpanel.com: 77
- softwareadvice.com: 73
- whatfix.com: 66

### Pages cited

- https://mixpanel.com/blog/best-product-analytics-tools: 51
- https://linkedin.com/pulse/best-product-analytics-tools-rajesh-kumar-nrqec: 50
- https://g2.com/categories/product-analytics: 48
- https://g2.com/categories/digital-adoption-platform: 36
- https://supered.io/guide/digital-adoption-platform: 36
- https://userpilot.com/blog/digital-adoption-platforms: 36
- https://growthbook.io/insights/best-product-analytics-tools-enterprises: 33
- https://userpilot.com/blog/product-analytics-tools: 33

## In its own words

What Pendo's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Product Context for Your Apps and AI Agents (https://pendo.io/)
- For: product, revenue, and IT teams (https://pendo.io/)
- Price stated: Free; Base; Core; Ultimate; Add Pendo AI to any Pendo plan (https://www.pendo.io/pricing)
- Free plan or trial: Start for free (https://pendo.io/)
- Integrations claimed: 85 (https://www.pendo.io/pricing)
- Certifications: GDPR, SOC 2 Type II, PCI DSS, HIPAA
- Customers named: Nelnet, CallRail, Procare, ClearCo, ADP, Pushpay, Datasite, Cohley

## What it publishes

Every page pendo.io exposes, read 2026-09-29: 3832 addresses. By kind, pages and the last 90 days:

- blog: 297 pages, 0 in the last 90 days, latest undated
- case study: 194 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 10 pages, 0 in the last 90 days, latest undated
- conference or event: 62 pages, 0 in the last 90 days, latest undated
- report or ebook: 5 pages, 0 in the last 90 days, latest undated
- comparison: 23 pages, 0 in the last 90 days, latest 2026-04-15
- template or tool: 6 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 70 pages, 0 in the last 90 days, latest undated
- podcast or video: 212 pages, 0 in the last 90 days, latest undated
- news or press: 157 pages, 0 in the last 90 days, latest undated
- Recent: 2026-04-15 comparison: Buy vs build churn models https://www.pendo.io/pendo-blog/buy-vs-build-churn-models/

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.