KubitAgent Observability with Behavior Analytics
vs
UserpilotThe Agentic Product Adoption Platform
Comparison · Product Analytics · weekly run Nov 3
Kubit vs Userpilot
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Userpilot is the stronger AI pick in Product Analytics: it has a visibility score of 14.6 versus 0.3 for Kubit.
Choose Kubit if…
- Recommended as an alternative for product analytics on your own data warehouse
Choose Userpilot if…
- You want the brand AI engines rank higher (14.6 vs 0.3)
- You need SOC 2 Type II or GDPR or HIPAA coverage
- You prefer a larger, established vendor (51–200 employees)
- strong for onboarding and in-app adoption
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Kubit | Userpilot |
|---|---|---|
| Visibility score | 0.3% | 14.6% |
| Change vs last week | New | up+0.1% |
| Rank in Product Analytics | #26 | #6 |
| Share of voice | 0.2% | 4.4% |
| Mentions this run | 1 | 24 |
| Positive in AI answers | — | 28% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Kubit +0.3pp · Userpilot +0.09999999999999964pp over 1 weekly runs.
Engine by engine
Userpilot leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
KubitUserpilot
Head to head in AI answers
0 engine answers name both brands
0Kubit ranked higher
0Userpilot ranked higher
Features, pricing & fit
| Dimension | Kubit | Userpilot |
|---|---|---|
| Pricing model | — | Usage-based |
| Entry price | — | $299 / mo |
| Free plan | — | No · 14-day trial |
| Deployment | Runs inside the customer's own data warehouse, with no SDK or pipeline to install. | Cloud-hosted on AWS with a small GCP footprint, with optional EU data hosting |
| Compliance | — | SOC 2 Type II, GDPR, HIPAA |
| Support | Email support@kubit.ai, /kubit:support command in Claude Code | Email support, Live chat, Phone support |
| Founded | 2018 | 2019 |
| Headquarters | Los Altos, California, US | Austin, Texas, United States |
| Employees | 11–50 | 51–200 |
| Funding | Series A, led by Insight Partners with Shasta Ventures and TSVC · $24M raised | Seed · $6M raised |
| Best for | Teams running AI agents that want to find failure patterns in traces already stored in their data warehouse. | Product, growth and customer success teams at SaaS companies that want to run onboarding, feature adoption and feedback without developer tickets |
Plans side by side
Kubit
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
Kubit
- Recommended as an alternative for product analytics on your own data warehouse
Userpilot
- strong for onboarding and in-app adoption
- combines analytics with onboarding, surveys, and in-app guidance
- 14-day free trial
- higher starting price than LogRocket
- trails LogRocket on review ratings
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 98.8%·next run
Cite as: SlateIndex, “Kubit vs Userpilot”, https://slateindex.ai/compare/kubit-vs-userpilot, data of Nov 3, 2026. Licence: CC BY 4.0.