Comparing Snyk and GitHub Advanced Security for developer first vulnerability scanning in a tight knit engineering team
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Comparing Snyk and GitHub Advanced Security for developer first vulnerability scanning in a tight knit engineering team
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
2026 Snyk vs GitHub Advanced Security features pricing code security dependency scanning developer workflow official documentation Google ↗
Snyk GitHub Advanced Security comparison developer experience SAST SCA container IaC pull request remediation Google ↗
- About GitHub Advanced Security · docs.github.com
- user-docs/discover-snyk/whats-snyk.md at main · snyk/user-docs · github.com
- GitHub Advanced Security vs Snyk: CodeQL committer rates or Snyk credits · securecoding.com
- Snyk Plans and Pricing | Try for Free or from $25/month | Get a Custom Quote · snyk.io
- GitHub Code Security · github.com
- GitHub Advanced Security license billing · docs.github.com
- GitHub Advanced Security · Built-in protection for every repository · github.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 Snyk vs GitHub Advanced Security features pricing code security dependency scanning developer workflow official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Snyk GitHub Advanced Security comparison developer experience SAST SCA container IaC pull request remediation OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |