KubitAgent Observability with Behavior Analytics
vs
SmartlookQualitative analytics for websites and mobile apps with visitor recordings, heatmaps, event tracking, and funnels.
Comparison · Product Analytics · weekly run Nov 3
Kubit vs Smartlook
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Kubit is the stronger AI pick in Product Analytics: it has a visibility score of 0.3 versus 0 for Smartlook.
Choose Kubit if…
- You want the brand AI engines rank higher (0.3 vs 0)
- Recommended as an alternative for product analytics on your own data warehouse
Choose Smartlook if…
No clear advantage in the published data.
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Kubit | Smartlook |
|---|---|---|
| Visibility score | 0.3% | 0% |
| Change vs last week | New | no change0% |
| Rank in Product Analytics | #26 | #29 |
| Share of voice | 0.2% | 0% |
| Mentions this run | 1 | 0 |
| Positive in AI answers | — | 0% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Kubit +0.3pp · Smartlook 0pp over 1 weekly runs.
Engine by engine
Kubit leads on 1 of 3 engines
ChatGPT
AI Mode
Perplexity
KubitSmartlook
Head to head in AI answers
0 engine answers name both brands
0Kubit ranked higher
0Smartlook ranked higher
Features, pricing & fit
| Dimension | Kubit | Smartlook |
|---|---|---|
| Deployment | Runs inside the customer's own data warehouse, with no SDK or pipeline to install. | Cloud |
| Support | Email support@kubit.ai, /kubit:support command in Claude Code | Online support until the Last Day of Support, Dedicated Account Manager, Email support@smartlook.com, Self-support documentation |
| Founded | 2018 | — |
| Headquarters | Los Altos, California, US | — |
| Employees | 11–50 | — |
| Funding | Series A, led by Insight Partners with Shasta Ventures and TSVC · $24M raised | Series A · $4M raised |
| Best for | Teams running AI agents that want to find failure patterns in traces already stored in their data warehouse. | Teams that need to understand why users act as they do on websites and mobile apps, including enterprises with multiple teams. |
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
Smartlook
Profile in progress.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 98.8%·next run
Cite as: SlateIndex, “Kubit vs Smartlook”, https://slateindex.ai/compare/kubit-vs-smartlook, data of Nov 3, 2026. Licence: CC BY 4.0.