Real ChatGPT answer · index seedHFflwxc05aAcompleteB2B software · cybersecuritycommercial

Looking for a detailed feature comparison between Veracode and Checkmarx when evaluating application security testing tools for a fast-paced fintech startup.

ChatGPTgpt-65 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Looking for a detailed feature comparison between Veracode and Checkmarx when evaluating application security testing tools for a fast-paced fintech startup.
5 real searches · 1 real-search pass
Veracode application security platform SAST SCA DAST API security IaC official documentation 2026Google ↗
OBSERVEDInstruction
Checkmarx One platform SAST SCA DAST API security IaC official documentation 2026Google ↗
OBSERVEDOther / navigational
Veracode vs Checkmarx comparison developer experience false positives pricing deployment independent reviewGoogle ↗
OBSERVEDComparison
Veracode integrations CI CD IDE automated remediation policy compliance officialGoogle ↗
OBSERVEDOther / navigational
Checkmarx One integrations CI CD IDE remediation policies compliance officialGoogle ↗
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 (5)
Short factOther / navigational60%Comparison20%ConsequenceReasonDefinitionInstruction20%Yes / no

Classes come from the query-classifier (a local Laya model). 4 of 5 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT5 real searches · gpt-6
Veracode application security platform SAST SCA DAST API security IaC official documentation 2026 Google ↗
Checkmarx One platform SAST SCA DAST API security IaC official documentation 2026 Google ↗
Veracode vs Checkmarx comparison developer experience false positives pricing deployment independent review Google ↗
Veracode integrations CI CD IDE automated remediation policy compliance official Google ↗
Checkmarx One integrations CI CD IDE remediation policies compliance official Google ↗
  1. Select a Veracode product · docs.veracode.com
  2. Veracode · veracode.com
  3. AI-powered Application Security Testing Platform · checkmarx.com
  4. Application Risk Management · docs.checkmarx.com
  5. SAST Scanner · docs.checkmarx.com
  6. Checkmarx DAST · docs.checkmarx.com
  7. AI Code Remediation · veracode.com
  8. Veracode DAST · docs.veracode.com
  9. Scan web applications and APIs · docs.veracode.com
  10. Scan APIs · docs.veracode.com
  11. Integrate with Veracode · docs.veracode.com
  12. Checkmarx One IDE Plugins · docs.checkmarx.com
  13. Scan containers, IaC, and secrets · docs.veracode.com
  14. Run container and IaC security scans · docs.veracode.com
  15. Developer Assist for Checkmarx One · docs.checkmarx.com
  16. Technical documentation · docs.veracode.com
  17. Technical documentation · docs.checkmarx.com

Queries

5 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Veracode application security platform SAST SCA DAST API security IaC official documentation 2026
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Checkmarx One platform SAST SCA DAST API security IaC official documentation 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Veracode vs Checkmarx comparison developer experience false positives pricing deployment independent review
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Veracode integrations CI CD IDE automated remediation policy compliance official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Checkmarx One integrations CI CD IDE remediation policies compliance official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1