Real ChatGPT answer + Gemini simulation · index seedW5T4xMXHwAccompleteAI OverviewB2B software · cybersecuritycomparison
What is the best way for me to understand conducting third-party risk assessments when hiring contractors to fix my home office network?
ChatGPTgpt-6Geminigemini-3.5-flash-lite3 passes + 1 real-search37 queries10/30/2026
Download run
Gemini unique queries
34
2 in ≥ half the passes · stability 35%
ChatGPT real searches predicted
0%
0 of 3 matched the simulation
Fan-out diagram
Seed → topic clusters → sub-queries, per model.
SEED QUERY
What is the best way for me to understand conducting third-party risk assessments when hiring contractors to fix my home office network?
34 unique queries · 3 passes
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. 34 queries are still being classified.
What the models actually searched
Each model answered the query with its own web search. These are the searches it ran, matched to the closest simulated query.
ChatGPT3 real searches · gpt-60% predicted
NIST Cybersecurity Framework 2.0 supply chain risk management third party guidance small business contractors Google ↗
CISA home network security router remote access passwords firmware guidance Google ↗
FTC hiring contractors cybersecurity access small business vendor risk assessment guidance Google ↗
Semantic map
Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.
Colour
SimulatedReal search
Hover a query to see its counterpart · click a topic to focus it · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +
Queries
34 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
how to conduct a third party risk assessment for contractors REFORMULATION | Google ↗ AI Mode ↗ | The user wants a clear overview of the general process for assessing third-party contractor risks. | — | how_to_steps | conducting risk assessments and audits | 2x of 3 | |
home network security checklist when hiring IT contractors RELATED | Google ↗ AI Mode ↗ | The user wants a practical, actionable list of security checks to perform when letting a contractor touch their home office network. | — | checklist | hiring questions and legal contracts | 2x of 3 | |
how to conduct a third party risk assessment for home network contractors REFORMULATION | Google ↗ AI Mode ↗ | The user wants a direct restatement of their query to find a clear instructional guide. | — | how_to_steps | conducting risk assessments and audits | 1x of 3 | |
third party risk management definition for small business and home office REFORMULATION | Google ↗ AI Mode ↗ | The user wants a clear definition of third-party risk assessment tailored to smaller networks. | — | glossary/definition | third party risk management basics | 1x of 3 | |
what is a third party risk assessment definition REFORMULATION | Google ↗ AI Mode ↗ | The user wants a basic definition of what a third-party risk assessment actually entails. | — | glossary/definition | third party risk management basics | 1x of 3 | |
third party risk management definition for small business IMPLICIT | Google ↗ AI Mode ↗ | The user needs to understand basic third-party risk terminology and concepts applicable to small-scale setups. | — | glossary/definition | third party risk management basics | 1x of 3 | |
what to check when hiring it contractor for home office setup RELATED | Google ↗ AI Mode ↗ | The user wants to know specific screening criteria for IT contractors. | — | checklist | hiring questions and legal contracts | 1x of 3 | |
managing vendor risk for small office networks IMPLICIT | Google ↗ AI Mode ↗ | The user needs advice on how small or home-based setups can manage external vendors accessing their infrastructure. | — | web_article | third party risk management basics | 1x of 3 | |
hiring IT freelancer vs managed service provider security risks COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to compare the security risks of different types of contractor engagements. | — | comparison_table | freelancers versus managed service prov… | 1x of 3 | |
home network security best practices when giving contractors access RELATED | Google ↗ AI Mode ↗ | The user wants to learn how to secure their network while external workers are on-site or remote. | — | web_article | securing network access for contractors | 1x of 3 | |
freelance IT contractor vs managed service provider security risks COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to compare the security risks of hiring an independent freelance contractor versus an established MSP to fix a network. | — | comparison_table | freelancers versus managed service prov… | 1x of 3 | |
vendor risk assessment framework templates for contractors ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user is looking for ready-to-use frameworks and document templates for contractor evaluation. | — | pdf_whitepaper | third party risk management basics | 1x of 3 | |
how to vet IT service providers for security risks IMPLICIT | Google ↗ AI Mode ↗ | The user needs practical methods for vetting technical vendors without advanced cybersecurity expertise. | — | how_to_steps | freelancers versus managed service prov… | 1x of 3 | |
questions to ask IT contractors before hiring for network setup ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants a specific list of interview questions or vetting criteria to screen IT contractors. | — | faq_page | hiring questions and legal contracts | 1x of 3 | |
how to secure my home office network for remote work PERSONALIZED | Google ↗ AI Mode ↗ | The user wants to understand baseline home office network security before letting others touch it. | — | web_article | securing network access for contractors | 1x of 3 | |
managing contractor access to home office router and wi-fi IMPLICIT | Google ↗ AI Mode ↗ | The user wants to know how to restrict network permissions for temporary workers. | — | faq_page | securing network access for contractors | 1x of 3 | |
how to vet home network repair contractors safely PERSONALIZED | Google ↗ AI Mode ↗ | The user wants tailored guidance on how an individual can vet technical service providers without deep cybersecurity expertise. | — | buyers_guide | conducting risk assessments and audits | 1x of 3 | |
questions to ask IT contractors before hiring them for network setup RELATED | Google ↗ AI Mode ↗ | The user needs specific vetting questions to ask contractors to assess their trustworthiness. | — | faq_page | hiring questions and legal contracts | 1x of 3 | |
freelance it technician vs managed service provider security risks COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to compare the security implications of hiring an individual contractor versus a formal company. | — | comparison_table | freelancers versus managed service prov… | 1x of 3 | |
network access control best practices for temporary contractors RELATED | Google ↗ AI Mode ↗ | The user wants to know how to restrict network permissions so contractors only access what they need. | — | how_to_steps | securing network access for contractors | 1x of 3 | |
what is third-party risk management tprn basics REFORMULATION | Google ↗ AI Mode ↗ | The user is looking for introductory explanations of third-party risk management principles. | — | glossary/definition | third party risk management basics | 1x of 3 | |
nda and contract clauses for IT network contractors ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user is looking for legal documents and clauses needed when hiring a network technician. | — | pdf_whitepaper | hiring questions and legal contracts | 1x of 3 | |
NDA and contract clauses for home network contractors ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants examples of legal or contractual safeguards to use when hiring someone to work on their network. | — | pdf_whitepaper | hiring questions and legal contracts | 1x of 3 | |
background check and credential verification for network contractors ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants to know how to legally and professionally vet contractor credentials. | — | how_to_steps | hiring questions and legal contracts | 1x of 3 | |
cybersecurity questionnaire for third party vendors template ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants a ready-to-use assessment questionnaire to evaluate a contractor. | — | dataset | third party risk management basics | 1x of 3 | |
risks of letting outside contractors access home office Wi-Fi IMPLICIT | Google ↗ AI Mode ↗ | The user wants to understand the specific threats and vulnerabilities introduced by external network technicians. | — | web_article | securing network access for contractors | 1x of 3 | |
risks of granting remote access to IT contractors IMPLICIT | Google ↗ AI Mode ↗ | The user wants to identify specific vulnerabilities introduced when giving contractors network access. | — | web_article | securing network access for contractors | 1x of 3 | |
secure ways to grant remote access to network repair contractors PERSONALIZED | Google ↗ AI Mode ↗ | The user wants secure methods for temporary remote connection setup for technicians. | — | how_to_steps | securing network access for contractors | 1x of 3 | |
how to audit contractor activity on home router logs RELATED | Google ↗ AI Mode ↗ | The user wants to know how to monitor or verify what a contractor did on their network after the fact. | — | how_to_steps | conducting risk assessments and audits | 1x of 3 | |
nda and service level agreements for freelance network technicians ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user seeks legal document types to mitigate risk when hiring home network contractors. | — | buyers_guide | hiring questions and legal contracts | 1x of 3 | |
home office network vulnerability assessment tools for beginners PERSONALIZED | Google ↗ AI Mode ↗ | The user is looking for simple software tools they can run themselves to check network security. | — | calculator/tool | conducting risk assessments and audits | 1x of 3 | |
common security mistakes when hiring home network contractors RELATED | Google ↗ AI Mode ↗ | The user wants to avoid common pitfalls and mistakes during the contractor hiring process. | — | web_article | securing network access for contractors | 1x of 3 | |
how to audit home network after contractor finishes work RELATED | Google ↗ AI Mode ↗ | The user wants to know how to verify network security post-contractor engagement. | — | how_to_steps | conducting risk assessments and audits | 1x of 3 | |
best security practices for home office network maintenance REFORMULATION | Google ↗ AI Mode ↗ | The user wants a broad overview of general security hygiene for maintaining a home office network. | — | checklist | securing network access for contractors | 1x of 3 |
Passes
Does another pass still surface new queries? A flattening curve means the fan-out has stabilised.
Geminix = pass, y = cumulative unique queries
| Model | Pass | Target | Generated | Seconds | Tokens (in / out) | Notes |
|---|---|---|---|---|---|---|
| gemini-3.5-flash-lite | 1 | 12 | 12 | — | 923 / 1,476 | |
| gemini-3.5-flash-lite | 2 | 12 | 12 | — | 923 / 1,440 | |
| gemini-3.5-flash-lite | 3 | 12 | 12 | — | 923 / 1,428 |