Real ChatGPT answer · index seed2L5bN5NrY3wcompleteB2B software · cloud hostingcomparison

We are evaluating Snyk versus Trivy for CI/CD container security scanning in GitHub Actions because our manager demands a fast vulnerability check without slowing down deployments

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
We are evaluating Snyk versus Trivy for CI/CD container security scanning in GitHub Actions because our manager demands a fast vulnerability check without slowing down deployments
3 real searches · 1 real-search pass
Snyk Container vs Trivy GitHub Actions CI scanning performance official docs image scanning SARIF cache severity thresholdsGoogle ↗
OBSERVEDComparison
Trivy GitHub Actions setup scan image exit-code cache official documentationGoogle ↗
OBSERVEDInstruction
Snyk container scan GitHub Actions action official documentation monitor severity thresholdGoogle ↗
OBSERVEDInstruction

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 (3)
Short factOther / navigationalComparison33%ConsequenceReasonDefinitionInstruction67%Yes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Snyk Container vs Trivy GitHub Actions CI scanning performance official docs image scanning SARIF cache severity thresholds Google ↗
Trivy GitHub Actions setup scan image exit-code cache official documentation Google ↗
Snyk container scan GitHub Actions action official documentation monitor severity threshold Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Snyk Container vs Trivy GitHub Actions CI scanning performance official docs image scanning SARIF cache severity thresholds
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Trivy GitHub Actions setup scan image exit-code cache official documentation
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Snyk container scan GitHub Actions action official documentation monitor severity threshold
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1