Real ChatGPT answer · index seedSK2rZFJFql8completeB2B software · cybersecuritybrand

What are the actual licensing costs for Veracode application security testing compared to GitHub Advanced Security for a team of fifty?

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the actual licensing costs for Veracode application security testing compared to GitHub Advanced Security for a team of fifty?
2 real searches · 1 real-search pass
Veracode application security testing pricing 2026 licensing cost quote annual developer seatsGoogle ↗
OBSERVEDOther / navigational
GitHub Advanced Security pricing 2026 $49 active committer per month licensingGoogle ↗
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 (2)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / 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
Veracode application security testing pricing 2026 licensing cost quote annual developer seats Google ↗
GitHub Advanced Security pricing 2026 $49 active committer per month licensing Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Veracode application security testing pricing 2026 licensing cost quote annual developer seats
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
GitHub Advanced Security pricing 2026 $49 active committer per month licensing
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1