Blackbox AIThe high-trust platform for frontier inference
vs
LookerAgentic business intelligence and embedded analytics on Google Cloud
Comparison · AI Coding Assistants · weekly run Nov 3
Blackbox AI vs Looker
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 Coding Assistants: it has a visibility score of 8.3 versus 0.6 for Blackbox AI.
Choose Blackbox AI if…
- Real-time code search and rapid code assembly tools
Choose Looker if…
- You want the brand AI engines rank higher (8.3 vs 0.6)
- You need SOC 2 or ISO 27001 or FedRAMP or HIPAA coverage
- Governed semantic layer and metric consistency
- Strong integration with Google Cloud, BigQuery and Workspace
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Blackbox AI | Looker |
|---|---|---|
| Visibility score | 0.6% | 8.3% |
| Change vs last week | New | New |
| Rank in AI Coding Assistants | #32 | #11 |
| Share of voice | 0.4% | 3.2% |
| Mentions this run | 2 | 17 |
| Positive in AI answers | — | 30% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Blackbox AI 0pp · Looker 0pp over 0 weekly runs.
Engine by engine
Looker leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
Blackbox AILooker
Head to head in AI answers
0 engine answers name both brands
0Blackbox AI ranked higher
0Looker ranked higher
Features, pricing & fit
| Dimension | Blackbox AI | Looker |
|---|---|---|
| Pricing model | Usage-based | — |
| Entry price | Contact sales | — |
| Free plan | No | — |
| Onboarding fee | Included | — |
| Deployment | Cloud API, and dedicated single-tenant deployment on Enterprise | Google Cloud |
| Compliance | — | SOC 2, ISO 27001, FedRAMP, HIPAA |
| Support | Forward-deployed engineer on Enterprise, with implementation included at no added cost, Custom SLAs | — |
| Headquarters | San Francisco, CA | — |
| Employees | 11–50 | — |
| Funding | Series A | Series E · $280M raised |
| Best for | Enterprises and regulated organizations that need dedicated, encrypted inference with zero data retention, and developer teams that want open models behind one endpoint | — |
Plans side by side
Looker
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
Blackbox AI
- Real-time code search and rapid code assembly tools
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
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Blackbox AI vs Looker”, https://slateindex.ai/compare/blackbox-ai-vs-looker, data of Nov 3, 2026. Licence: CC BY 4.0.