Is Snyk truly better than GitHub Advanced Security for developer-first application security testing when you factor in enterprise tier pricing and complex monorepo CI/CD integration overhead?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is Snyk truly better than GitHub Advanced Security for developer-first application security testing when you factor in enterprise tier pricing and complex monorepo CI/CD integration overhead?
4 real searches · 1 real-search pass
Snyk enterprise pricing 2026 developer security platform pricing official enterpriseGoogle ↗
OBSERVEDComparison
GitHub Advanced Security pricing 2026 secret protection code security official pricingGoogle ↗
OBSERVEDOther / navigational
Snyk monorepo CI integration documentation GitHub Actions monorepoGoogle ↗
OBSERVEDOther / navigational
GitHub code security monorepo code scanning setup documentationGoogle ↗
OBSERVEDOther / navigational
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
Snyk enterprise pricing 2026 developer security platform pricing official enterprise Google ↗
GitHub Advanced Security pricing 2026 secret protection code security official pricing Google ↗
Snyk monorepo CI integration documentation GitHub Actions monorepo Google ↗
GitHub code security monorepo code scanning setup documentation Google ↗
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Snyk enterprise pricing 2026 developer security platform pricing official enterprise OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
GitHub Advanced Security pricing 2026 secret protection code security official pricing OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Snyk monorepo CI integration documentation GitHub Actions monorepo OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
GitHub code security monorepo code scanning setup documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |