Real ChatGPT answer · index seedWwdPvGnQhHgcompleteB2B software · cybersecuritycomparison

I need to compare Snyk developer security platform pricing against GitHub Advanced Security for a student hackathon project where we want to secure our open source APIs.

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I need to compare Snyk developer security platform pricing against GitHub Advanced Security for a student hackathon project where we want to secure our open source APIs.
3 real searches · 1 real-search pass
Snyk pricing plans 2026 official developer security platform pricing open source free planGoogle ↗
OBSERVEDOther / navigational
GitHub Advanced Security pricing 2026 official GitHub Secret Protection Code Security public repositories freeGoogle ↗
OBSERVEDOther / navigational
GitHub Education student developer pack GitHub Advanced Security open source pricing eligibility 2026Google ↗
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 / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / 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 pricing plans 2026 official developer security platform pricing open source free plan Google ↗
GitHub Advanced Security pricing 2026 official GitHub Secret Protection Code Security public repositories free Google ↗
GitHub Education student developer pack GitHub Advanced Security open source pricing eligibility 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Snyk pricing plans 2026 official developer security platform pricing open source free plan
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
GitHub Advanced Security pricing 2026 official GitHub Secret Protection Code Security public repositories free
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
GitHub Education student developer pack GitHub Advanced Security open source pricing eligibility 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1