Looking for cheap ways to stop credential stuffing attacks for our local retail website operating out of Fort Worth today.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for cheap ways to stop credential stuffing attacks for our local retail website operating out of Fort Worth today.
1 real search · 1 real-search pass
OWASP credential stuffing prevention cheat sheet rate limiting MFA bot detection 2026Google ↗
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
OWASP credential stuffing prevention cheat sheet rate limiting MFA bot detection 2026 Google ↗
- Cloudflare free plan · cloudflare.com
- Pwned Passwords · haveibeenpwned.com