Comparing Tenable and Qualys for finding network vulnerabilities in our household IoT devices before the kids get home from school
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Comparing Tenable and Qualys for finding network vulnerabilities in our household IoT devices before the kids get home from school
3 real searches · 1 real-search pass
Tenable Nessus vulnerability scanning network discovery IoT devices official documentation scan safety credentialed scansGoogle ↗
OBSERVEDInstruction
Qualys VMDR vulnerability management IoT device discovery network scanning official documentationGoogle ↗
OBSERVEDOther / navigational
Tenable Nessus Essentials pricing home network vulnerability scanning 2026Google ↗
OBSERVEDComparison
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Tenable Nessus vulnerability scanning network discovery IoT devices official documentation scan safety credentialed scans Google ↗
Qualys VMDR vulnerability management IoT device discovery network scanning official documentation Google ↗
Tenable Nessus Essentials pricing home network vulnerability scanning 2026 Google ↗
- Discovery Scans vs. Assessment Scans · docs.tenable.com
- Scan Templates (Tenable Nessus 10.12) · docs.tenable.com
- What is VMDR · docs.qualys.com
- Scanning · docs.qualys.com
- Network Security Audit FAQ · qualys.com
- Nessus Activation Code | Tenable® · tenable.com
- Tenable Nessus Essentials Vulnerability Scanner · tenable.com
- Tenable and Nessus Pricing & Purchase Options · tenable.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Tenable Nessus vulnerability scanning network discovery IoT devices official documentation scan safety credentialed scans OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Qualys VMDR vulnerability management IoT device discovery network scanning official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Tenable Nessus Essentials pricing home network vulnerability scanning 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |