Real ChatGPT answer · index seed9w3PSijV5JEcompleteB2B software · developer toolscommercial

How do current GitHub Dependabot alerts pricing and features compare to cheaper third party dependency scanners for small engineering teams?

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do current GitHub Dependabot alerts pricing and features compare to cheaper third party dependency scanners for small engineering teams?
3 real searches · 1 real-search pass
GitHub Dependabot pricing features GitHub Advanced Security secret protection code security 2026 pricingGoogle ↗
OBSERVEDReason
Snyk pricing plans open source dependency scanning 2026 pricingGoogle ↗
OBSERVEDComparison
Dependabot alternatives pricing Socket Semgrep Trivy Mend Renovate dependency scanning pricing 2026Google ↗
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 (3)
Short factOther / navigationalComparison67%ConsequenceReason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
GitHub Dependabot pricing features GitHub Advanced Security secret protection code security 2026 pricing Google ↗
Snyk pricing plans open source dependency scanning 2026 pricing Google ↗
Dependabot alternatives pricing Socket Semgrep Trivy Mend Renovate dependency scanning pricing 2026 Google ↗
  1. GitHub pricing · github.com
  2. Snyk pricing · snyk.io
  3. Semgrep pricing · semgrep.dev
  4. Socket pricing · socket.dev
  5. GitHub Advanced Security · Built-in protection for every repository · github.com
  6. About GitHub Advanced Security · docs.github.com
  7. Documentation · docs.github.com
  8. Documentation · google.github.io
  9. Documentation · trivy.dev
  10. Vulnerability · trivy.dev
  11. SBOM scanning · trivy.dev
  12. Socket SCA · socket.dev

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
GitHub Dependabot pricing features GitHub Advanced Security secret protection code security 2026 pricing
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Snyk pricing plans open source dependency scanning 2026 pricing
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Dependabot alternatives pricing Socket Semgrep Trivy Mend Renovate dependency scanning pricing 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1