We are looking to purchase and deploy automated vulnerability scanning for DevOps this month so send me a breakdown of hidden fees and onboarding costs.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We are looking to purchase and deploy automated vulnerability scanning for DevOps this month so send me a breakdown of hidden fees and onboarding costs.
4 real searches · 1 real-search pass
2026 DevSecOps vulnerability scanning platform pricing Snyk GitHub Advanced Security GitLab Ultimate Tenable pricing onboarding implementation costsGoogle ↗
OBSERVED
Snyk pricing plans developer seats scan limits container IaC 2026Google ↗
OBSERVED
GitHub Advanced Security pricing secret protection code security pricing 2026Google ↗
OBSERVED
GitLab Ultimate pricing security scanning CI/CD 2026Google ↗
OBSERVED
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Classifying 4 queries…
Searches and sources
ChatGPT4 real searches · gpt-6
2026 DevSecOps vulnerability scanning platform pricing Snyk GitHub Advanced Security GitLab Ultimate Tenable pricing onboarding implementation costs Google ↗
Snyk pricing plans developer seats scan limits container IaC 2026 Google ↗
GitHub Advanced Security pricing secret protection code security pricing 2026 Google ↗
GitLab Ultimate pricing security scanning CI/CD 2026 Google ↗
- Snyk Plans and Pricing | Try for Free or from $25/month | Get a Custom Quote · snyk.io
- Pricing · about.gitlab.com
- Infrastructure as Code scanning · docs.gitlab.com
- GitHub Advanced Security · Built-in protection for every repository · github.com
- Buying Advanced Security for your organization or enterprise · docs.github.com
- GitHub plans and pricing · github.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 DevSecOps vulnerability scanning platform pricing Snyk GitHub Advanced Security GitLab Ultimate Tenable pricing onboarding implementation costs OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Snyk pricing plans developer seats scan limits container IaC 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
GitHub Advanced Security pricing secret protection code security pricing 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
GitLab Ultimate pricing security scanning CI/CD 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |