What is prompt injection and how worried do I need to be about these vulnerabilities when adding AI tools to our website?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is prompt injection and how worried do I need to be about these vulnerabilities when adding AI tools to our website?
1 real search · 1 real-search pass
OWASP Top 10 for LLM Applications prompt injection excessive agency official guidance; NIST AI prompt injection indirect prompt injection security guidanceGoogle ↗
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 Top 10 for LLM Applications prompt injection excessive agency official guidance; NIST AI prompt injection indirect prompt injection security guidance Google ↗
- LLM01:2025 Prompt Injection · genai.owasp.org
- OWASP Top 10 for · owasp.org
- owasp.github.io · owasp.github.io
- LLM Prompt Injection Prevention · cheatsheetseries.owasp.org
- OWASP – Prompt Injection Prevention Cheat Sheet · cheatsheetseries.owasp.org
- OWASP – Excessive Agency · genai.owasp.org
Queries
1 queries · click a column to sort