Real ChatGPT answer · index seedkLVZzoQ5O68completeB2B software · AI and automation toolsinformational
I am helping my son review our small business tech stack and need to understand the main prompt injection vulnerabilities in corporate AI tools and how to stop them.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am helping my son review our small business tech stack and need to understand the main prompt injection vulnerabilities in corporate AI tools and how to stop them.
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
OWASP Top 10 for LLM Applications prompt injection excessive agency sensitive information disclosure 2025 official Google ↗
NIST generative AI prompt injection indirect prompt injection cybersecurity guidance official Google ↗
- LLMRisks Archive · genai.owasp.org
- OWASP Top 10 for · owasp.org
- owasp.github.io · owasp.github.io
- Defend against indirect prompt injection attacks · learn.microsoft.com
- 2. Prompt Injection (Direct / Indirect) · learn.microsoft.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
OWASP Top 10 for LLM Applications prompt injection excessive agency sensitive information disclosure 2025 official OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
NIST generative AI prompt injection indirect prompt injection cybersecurity guidance official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |