How much does automated vulnerability scanning for DevOps cost per month for a startup looking to book a demo today?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much does automated vulnerability scanning for DevOps cost per month for a startup looking to book a demo today?
1 real search · 1 real-search pass
2026 DevSecOps vulnerability scanning tools startup pricing monthly Snyk GitLab Semgrep Wiz pricing demoGoogle ↗
OBSERVEDComparison
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.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
2026 DevSecOps vulnerability scanning tools startup pricing monthly Snyk GitLab Semgrep Wiz pricing demo Google ↗
- Snyk Plans and Pricing | Try for Free or from $25/month | Get a Custom Quote · snyk.io
- Pricing and Plans | AppSec Platform SAST, SCA, and Secrets · semgrep.dev
- datadoghq.com · datadoghq.com
- Pricing · about.gitlab.com