Real ChatGPT answer · index seed7gy1pjyCmNscompleteB2B software · cybersecuritybrand

What are the top complaints users post on developer forums regarding GitHub Advanced Security pricing and feature limitations for growing startups?

ChatGPTgpt-64 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the top complaints users post on developer forums regarding GitHub Advanced Security pricing and feature limitations for growing startups?
4 real searches · 1 real-search pass
GitHub Advanced Security pricing complaints startup developers forum per-committer licensing secret scanning code scanning limitationsGoogle ↗
OBSERVED
site:github.com/orgs/community/discussions GitHub Advanced Security pricing cost code scanning startupGoogle ↗
OBSERVED
site:reddit.com GitHub Advanced Security pricing secret scanning code scanning complaintsGoogle ↗
OBSERVED
site:stackoverflow.com GitHub Advanced Security pricing limitationsGoogle ↗
OBSERVED

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.

Classifying 4 queries…

Searches and sources

ChatGPT4 real searches · gpt-6
GitHub Advanced Security pricing complaints startup developers forum per-committer licensing secret scanning code scanning limitations Google ↗
site:github.com/orgs/community/discussions GitHub Advanced Security pricing cost code scanning startup Google ↗
site:reddit.com GitHub Advanced Security pricing secret scanning code scanning complaints Google ↗
site:stackoverflow.com GitHub Advanced Security pricing limitations Google ↗
  1. Help: Our GHAS bill skyrocketed after adding more committers. Normal? – GitHub Advanced Security Reviews – Welcome to Stackinsight community. Join the discussion about products and tools for work Forum · communities.stackinsight.net
  2. Disabling AS billable licenses · community · Discussion #174552 · github.com
  3. Accidentally used code security and other advanced licenses and got charged · community · Discussion #207494 · github.com
  4. Being charged for GHAS Secret Protection and Code Security licenses even though I removed every committer and repository · community · Discussion #187980 · github.com
  5. Unexplained GitHub Advanced Security charges, disabled everywhere, support ticket open 3+ weeks with no response · community · Discussion #205466 · github.com
  6. Is GitHub Advanced Security worth the per-seat price for a 50-person startup? – GitHub Advanced Security Reviews – Welcome to Stackinsight community. Join the discussion about products and tools for work Forum · communities.stackinsight.net
  7. Showcase: Our alert suppression policy to cut noise by 70%. – GitHub Advanced Security Reviews – Welcome to Stackinsight community. Join the discussion about products and tools for work Forum · communities.stackinsight.net
  8. Thoughts on github advanced security? · reddit.com
  9. GitHub Advanced Security Review: Score, Pros and Cons · faun.dev
  10. Rolled out CodeQL to 20 repos – what broke and how we fixed it – GitHub Advanced Security Reviews – Welcome to Stackinsight community. Join the discussion about products and tools for work Forum · communities.stackinsight.net
  11. What actually works for code scanning in a monorepo? – GitHub Advanced Security Reviews – Welcome to Stackinsight community. Join the discussion about products and tools for work Forum · communities.stackinsight.net

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
GitHub Advanced Security pricing complaints startup developers forum per-committer licensing secret scanning code scanning limitations
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
site:github.com/orgs/community/discussions GitHub Advanced Security pricing cost code scanning startup
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
site:reddit.com GitHub Advanced Security pricing secret scanning code scanning complaints
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
site:stackoverflow.com GitHub Advanced Security pricing limitations
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1