Real ChatGPT answer · index seedO6cZw3GuKLgcompleteB2B software · cybersecuritylocal

Compare the monthly booking fees and subscription costs of top application security testing tools for small remote development teams.

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the monthly booking fees and subscription costs of top application security testing tools for small remote development teams.
2 real searches · 1 real-search pass
2026 application security testing tools pricing Snyk Semgrep GitHub Advanced Security SonarQube Cloud StackHawk pricing monthlyGoogle ↗
OBSERVEDComparison
official pricing Snyk Semgrep SonarQube Cloud StackHawk GitHub Advanced Security application security testingGoogle ↗
OBSERVEDComparison

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)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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 application security testing tools pricing Snyk Semgrep GitHub Advanced Security SonarQube Cloud StackHawk pricing monthly Google ↗
official pricing Snyk Semgrep SonarQube Cloud StackHawk GitHub Advanced Security application security testing Google ↗
  1. Snyk pricing · snyk.io
  2. Semgrep pricing · semgrep.dev
  3. Sonar pricing · sonarsource.com
  4. GitHub pricing · github.com
  5. StackHawk pricing · stackhawk.com
  6. Official website · zaproxy.org

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 application security testing tools pricing Snyk Semgrep GitHub Advanced Security SonarQube Cloud StackHawk pricing monthly
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
official pricing Snyk Semgrep SonarQube Cloud StackHawk GitHub Advanced Security application security testing
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1