LookerAgentic business intelligence and embedded analytics on Google Cloud
vs
VoiceflowPlatform for building, testing and deploying chat and voice AI agents
Comparison · AI Agents · weekly run Nov 3
Looker vs Voiceflow
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Looker is the stronger AI pick in AI Agents: it has a visibility score of 10.4 versus 1.6 for Voiceflow.
Choose Looker if…
- You want the brand AI engines rank higher (10.4 vs 1.6)
- You need ISO 27001 or FedRAMP coverage
- Governed semantic layer and metric consistency
- Strong integration with Google Cloud, BigQuery and Workspace
Choose Voiceflow if…
- AI answers describe it more positively (50% vs 30% positive)
- You need ISO/IEC 27001:2022 or GDPR coverage
- Visual design, testing, and launch of conversational and voice AI agents
- Strong enterprise reliability and certifications
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Looker | Voiceflow |
|---|---|---|
| Visibility score | 10.4% | 1.6% |
| Change vs last week | New | New |
| Rank in AI Agents | #13 | #48 |
| Share of voice | 2.5% | 0.6% |
| Mentions this run | 17 | 4 |
| Positive in AI answers | 30% | 50% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Looker 0pp · Voiceflow 0pp over 0 weekly runs.
Engine by engine
Looker leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
LookerVoiceflow
Head to head in AI answers
0 engine answers name both brands
0Looker ranked higher
0Voiceflow ranked higher
Features, pricing & fit
| Dimension | Looker | Voiceflow |
|---|---|---|
| Deployment | Google Cloud | Public cloud, dedicated VPC or on-premise hosting |
| Compliance | SOC 2, ISO 27001, FedRAMP, HIPAA | SOC 2, ISO/IEC 27001:2022, HIPAA, GDPR |
| Founded | — | 2019 |
| Headquarters | — | Toronto |
| Funding | Series E · $280M raised | Seed led by True Ventures · $35M raised |
| Best for | — | Customer support and CX teams that build chat and voice AI agents |
Pros and cons
Themes from the AI answers that mention each brand
Looker
- Governed semantic layer and metric consistency
- Strong integration with Google Cloud, BigQuery and Workspace
- Developer-centric data modeling via LookML
- Around 4.5 out of 5 stars on Gartner Peer Insights
- Quote-only enterprise pricing starting above $60,000 a year
- Poor fit for NoSQL-heavy data stacks or standalone embedded needs
- Less suited to teams using macOS without virtual machines
Voiceflow
- Visual design, testing, and launch of conversational and voice AI agents
- Strong enterprise reliability and certifications
- Recommended for customer support and conversational experiences
- Costs more than some alternatives
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Looker vs Voiceflow”, https://slateindex.ai/compare/looker-vs-voiceflow, data of Nov 3, 2026. Licence: CC BY 4.0.