LookerAgentic business intelligence and embedded analytics on Google Cloud
vs
ThoughtSpotGoverned AI for Analytics, Everywhere Work Happens
Comparison · Business Intelligence · weekly run Nov 2
Looker vs ThoughtSpot
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 Business Intelligence: it has a visibility score of 29.8 versus 20 for ThoughtSpot, and ranks ahead in 68% of the answers that name both.
Choose Looker if…
- You want the brand AI engines rank higher (29.8 vs 20)
- You need FedRAMP coverage
- Governed semantic layer and metric consistency
- Strong integration with Google Cloud, BigQuery and Workspace
Choose ThoughtSpot if…
- AI answers describe it more positively (50% vs 30% positive)
- You need SOC 1 or SOC 3 or CSA STAR or GDPR or EU-US DPF or Swiss-US DPF or UK Extension to EU-US DPF or CCPA coverage
- search-driven and AI-powered analytics
- natural language and conversational business insights
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Looker | ThoughtSpot |
|---|---|---|
| Visibility score | 29.8% | 20% |
| Change vs last week | New | New |
| Rank in Business Intelligence | #3 | #7 |
| Share of voice | 8.1% | 6.5% |
| Mentions this run | 42 | 33 |
| 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 · ThoughtSpot 0pp over 0 weekly runs.
Engine by engine
Looker leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
LookerThoughtSpot
Head to head in AI answers
28 engine answers name both brands
19Looker ranked higher
9ThoughtSpot ranked higher
| Prompt | Engine | Looker | ThoughtSpot |
|---|---|---|---|
| What are the best Business Intelligence tools in 2026? | ChatGPT | #3 | #5 |
| What are the best Business Intelligence tools in 2026? | AI Mode | #5 | #6 |
| What are the best Business Intelligence tools in 2026? | Perplexity | #3 | #4 |
| Top business intelligence tool options for B2B SaaS companies | ChatGPT | #2 | #6 |
| Top business intelligence tool options for B2B SaaS companies | AI Mode | #2 | #5 |
| Top business intelligence tool options for B2B SaaS companies | Perplexity | #3 | #6 |
| Best business intelligence tool for enterprise | ChatGPT | #3 | #5 |
| Best business intelligence tool for enterprise | AI Mode | #5 | #4 |
| Best business intelligence tool for enterprise | Perplexity | #3 | #7 |
| Which business intelligence tool has the best reviews? | AI Mode | #1 | #3 |
| Compare the leading Business Intelligence platforms | ChatGPT | #3 | #5 |
| Compare the leading Business Intelligence platforms | Perplexity | #3 | #5 |
Features, pricing & fit
| Dimension | Looker | ThoughtSpot |
|---|---|---|
| Pricing model | — | Per seat |
| Entry price | — | Free; paid from $25 per seat / mo |
| Free plan | — | Yes |
| Deployment | Google Cloud | Deploy in your region, with dedicated single-tenant and customer-managed key options |
| Integrations | — | 30+ |
| Compliance | SOC 2, ISO 27001, FedRAMP, HIPAA | SOC 1, SOC 2, SOC 3, ISO 27001, CSA STAR, HIPAA, GDPR, EU-US DPF, Swiss-US DPF, UK Extension to EU-US DPF, CCPA |
| Support | — | Enterprise Support with 1 hr SLA, Support Center, Community, Documentation |
| Founded | — | 2012 |
| Headquarters | — | Mountain View, California, US |
| Employees | — | 501–1,000 |
| Funding | Series E · $280M raised | Series F-1 · $674M raised |
| Best for | — | Business leaders, data leaders and analysts, and product teams or developers who need governed analytics available to everyone in the business |
Plans side by side
Looker
Pricing not available.
ThoughtSpot
Essentials$25user / month (billed annually)
Pro$50user / month (billed annually)
Pro (usage-based)$0.1credit
EnterpriseCustomcustom pricing
Embedded Developer$0free for 1 year
Embedded EnterpriseCustomcontact sales
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
ThoughtSpot
- search-driven and AI-powered analytics
- natural language and conversational business insights
- frequently recommended in BI shortlists
- good for scaling data culture across teams
- free 14-day trial without a credit card
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Looker vs ThoughtSpot”, https://slateindex.ai/compare/looker-vs-thoughtspot, data of Nov 2, 2026. Licence: CC BY 4.0.