Real ChatGPT answer · index seedFxLWkUdAJGIcompleteB2B software · cybersecuritycomparison

Looking for a detailed comparison between Snyk and SonarQube regarding open-source vulnerability scanning costs and ease of setup for junior developers.

ChatGPTgpt-64 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Looking for a detailed comparison between Snyk and SonarQube regarding open-source vulnerability scanning costs and ease of setup for junior developers.
4 real searches · 1 real-search pass
Snyk pricing plans open source dependency scanning free team enterprise 2026Google ↗
OBSERVEDComparison
SonarQube pricing plans dependency scanning SCA open source 2026Google ↗
OBSERVEDComparison
Snyk documentation getting started GitHub integration dependency scanning setupGoogle ↗
OBSERVEDInstruction
SonarQube documentation dependency vulnerability scanning SCA edition setupGoogle ↗
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 (4)
Short factOther / navigational25%Comparison50%ConsequenceReasonDefinitionInstruction25%Yes / no

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

Searches and sources

ChatGPT4 real searches · gpt-6
Snyk pricing plans open source dependency scanning free team enterprise 2026 Google ↗
SonarQube pricing plans dependency scanning SCA open source 2026 Google ↗
Snyk documentation getting started GitHub integration dependency scanning setup Google ↗
SonarQube documentation dependency vulnerability scanning SCA edition setup Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Snyk pricing plans open source dependency scanning free team enterprise 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
SonarQube pricing plans dependency scanning SCA open source 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Snyk documentation getting started GitHub integration dependency scanning setup
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
SonarQube documentation dependency vulnerability scanning SCA edition setup
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1