How can we optimize GraphQL query complexity limits on our headless commerce storefront to prevent malicious scraping bots from exhausting our server resources today
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can we optimize GraphQL query complexity limits on our headless commerce storefront to prevent malicious scraping bots from exhausting our server resources today
1 real search · 1 real-search pass
official GraphQL query complexity depth limit rate limiting Apollo Server OWASP API security resource consumption GraphQLGoogle ↗
OBSERVEDInstruction
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
official GraphQL query complexity depth limit rate limiting Apollo Server OWASP API security resource consumption GraphQL Google ↗
- Security · graphql.org
- GraphQL · cheatsheetseries.owasp.org
- Graph Security · apollographql.com
- Performance · graphql.org
- Rate limiting best practices · developers.cloudflare.com
- WSTG - Latest · wstg.owasp.org