Real ChatGPT answer · index seedDrmgHaQcGCgcompleteB2B software · cybersecuritycomparison

Veracode vs Checkmarx for static application security testing in a fast paced startup environment where speed matters

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Veracode vs Checkmarx for static application security testing in a fast paced startup environment where speed matters
3 real searches · 1 real-search pass
Veracode vs Checkmarx SAST 2026 developer experience scan speed incremental scanning IDE CI/CD officialGoogle ↗
OBSERVEDComparison
Veracode static analysis documentation scan time incremental scan pipeline IDE integrationGoogle ↗
OBSERVEDReason
Checkmarx One SAST documentation incremental scanning scan time IDE integration CI/CDGoogle ↗
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 (3)
Short factOther / navigational33%Comparison33%ConsequenceReason33%DefinitionInstructionYes / 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
Veracode vs Checkmarx SAST 2026 developer experience scan speed incremental scanning IDE CI/CD official Google ↗
Veracode static analysis documentation scan time incremental scan pipeline IDE integration Google ↗
Checkmarx One SAST documentation incremental scanning scan time IDE integration CI/CD Google ↗
  1. SAST Scanner · docs.checkmarx.com
  2. About Checkmarx Developer Assist · docs.checkmarx.com
  3. Scan code · docs.veracode.com
  4. Veracode Pipeline Scan · docs.veracode.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Veracode vs Checkmarx SAST 2026 developer experience scan speed incremental scanning IDE CI/CD official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Veracode static analysis documentation scan time incremental scan pipeline IDE integration
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Checkmarx One SAST documentation incremental scanning scan time IDE integration CI/CD
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1