What are the known security vulnerabilities I need to warn our legal team about before we roll out AI-driven customer support automation across our public channels.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the known security vulnerabilities I need to warn our legal team about before we roll out AI-driven customer support automation across our public channels.
4 real searches · 1 real-search pass
OWASP Top 10 for LLM Applications 2025 prompt injection sensitive information disclosure excessive agency officialGoogle ↗
OBSERVEDConsequence
NIST AI Risk Management Framework generative AI profile official cybersecurity privacy governanceGoogle ↗
OBSERVEDOther / navigational
FTC business guidance AI chatbot customer support deceptive claims privacy security officialGoogle ↗
OBSERVEDOther / navigational
CISA secure deployment AI systems guidance prompt injection data privacy officialGoogle ↗
OBSERVEDConsequence
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
OWASP Top 10 for LLM Applications 2025 prompt injection sensitive information disclosure excessive agency official Google ↗
NIST AI Risk Management Framework generative AI profile official cybersecurity privacy governance Google ↗
FTC business guidance AI chatbot customer support deceptive claims privacy security official Google ↗
CISA secure deployment AI systems guidance prompt injection data privacy official Google ↗
- NIST AI RMF · nist.gov
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
OWASP Top 10 for LLM Applications 2025 prompt injection sensitive information disclosure excessive agency official OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
NIST AI Risk Management Framework generative AI profile official cybersecurity privacy governance OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
FTC business guidance AI chatbot customer support deceptive claims privacy security official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
CISA secure deployment AI systems guidance prompt injection data privacy official OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |