Real ChatGPT answer + Gemini simulation · index seedifEyHpCE6w4completeAI OverviewInsurance · business insurancelocal
Find me a commercial property insurance underwriter in Brickell that offers comprehensive coverage for high-rise office tenant improvements.
ChatGPTgpt-6Geminigemini-3.5-flash-lite3 passes + 1 real-search36 queries10/30/2026
Download run
Gemini unique queries
35
1 in ≥ half the passes · stability 34%
ChatGPT real searches predicted
100%
1 of 1 matched the simulation
Fan-out diagram
Seed → topic clusters → sub-queries, per model.
SEED QUERY
Find me a commercial property insurance underwriter in Brickell that offers comprehensive coverage for high-rise office tenant improvements.
35 unique queries · 3 passes
tenant improvements coverage details
1 query · 2 hits
commercial property insurance builder risk vs tenant improvement coverage2xGoogle ↗
COMPARATIVEComparison
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.
Gemini simulated (35)ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 32 of 36 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
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.
ChatGPT1 real searches · gpt-6100% predicted
Brickell Miami commercial property insurance underwriter high-rise office tenant improvements coverage broker 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
35 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
commercial property insurance builder risk vs tenant improvement coverage COMPARATIVE | Google ↗ AI Mode ↗ | Determine whether builder risk or tenant improvement property insurance is needed during office construction. | Comparison | comparison_table | tenant improvements coverage details | 2x of 3 | |
commercial property insurance underwriter brickell high rise tenant improvements REFORMULATION | Google ↗ AI Mode ↗ | Find underwriters specializing in high-rise tenant improvements in the Brickell financial district. | Comparison | web_article | brickell commercial insurance brokers | 1x of 3 | |
commercial property insurance underwriters brickell miami REFORMULATION | Google ↗ AI Mode ↗ | Identify major commercial property insurers operating specifically in the Brickell neighborhood. | Comparison | map/local_pack | brickell commercial insurance brokers | 1x of 3 | |
commercial property insurance underwriter brickell miami REFORMULATION | Google ↗ AI Mode ↗ | The searcher wants to find commercial property insurance providers specifically operating in the Brickell financial district of Miami. | Comparison | map/local_pack | brickell commercial insurance brokers | 1x of 3 | |
best commercial property insurance companies miami dft financial district RELATED | Google ↗ AI Mode ↗ | Identify top-rated commercial insurers operating in the broader Miami financial area. | Comparison | review_roundup | top miami property insurers | 1x of 3 | |
tenant improvements coverage commercial property insurance high rise office REFORMULATION | Google ↗ AI Mode ↗ | Find insurance policies that explicitly cover high-rise office leasehold and tenant improvements. | Reason | product_spec_sheet | office renovation insurance requirements | 1x of 3 | |
high rise office tenant improvements insurance coverage limits RELATED | Google ↗ AI Mode ↗ | The searcher wants to understand the standard coverage limits and policy structures for high-rise office tenant buildouts. | Comparison | web_article | office renovation insurance requirements | 1x of 3 | |
what does commercial property insurance tenant improvements cover IMPLICIT | Google ↗ AI Mode ↗ | Understand the typical scope and limits of tenant improvement coverage in commercial policies. | Comparison | glossary/definition | tenant improvements coverage details | 1x of 3 | |
best commercial property insurers for high rise office buildings florida RELATED | Google ↗ AI Mode ↗ | Discover top-rated insurance providers specializing in high-rise commercial risks in Florida. | Comparison | review_roundup | top miami property insurers | 1x of 3 | |
business interruption and builder risk for commercial interior buildouts miami IMPLICIT | Google ↗ AI Mode ↗ | The searcher needs to understand ancillary coverages like business interruption and builder risk that accompany tenant improvement policies. | Consequence | pdf_whitepaper | miami build out risk insurance | 1x of 3 | |
all risks vs named perils commercial property insurance tenant improvements COMPARATIVE | Google ↗ AI Mode ↗ | Compare policy types to determine which offers more comprehensive protection for office renovations. | Consequence | comparison_table | tenant improvements coverage details | 1x of 3 | |
comprehensive commercial property insurance policy requirements florida IMPLICIT | Google ↗ AI Mode ↗ | Understand what constitutes comprehensive property coverage for commercial leases in Florida. | Comparison | pdf_whitepaper | comprehensive policy requirements check… | 1x of 3 | |
hiscox vs travelers vs chubb commercial property insurance features COMPARATIVE | Google ↗ AI Mode ↗ | The searcher wants to compare top commercial property insurers to see which offers the best specialized endorsements. | Comparison | comparison_table | major commercial insurer comparison | 1x of 3 | |
top commercial property insurance carriers hdi global travelers chubb ENTITY EXPANSION | Google ↗ AI Mode ↗ | Check specific major property underwriters known for complex commercial risks. | Other / navigational | product_spec_sheet | major commercial insurer comparison | 1x of 3 | |
hiscox vs travelers vs chubb commercial property insurance coverage limits COMPARATIVE | Google ↗ AI Mode ↗ | Compare coverage limits and tenant improvement policies among top national commercial underwriters. | Comparison | comparison_table | major commercial insurer comparison | 1x of 3 | |
top commercial property insurance carriers florida ENTITY EXPANSION | Google ↗ AI Mode ↗ | The searcher wants a broader list of reputable commercial property underwriters licensed in the state of Florida. | Comparison | review_roundup | top miami property insurers | 1x of 3 | |
commercial property insurance for high rise office leasehold improvements with high deductible PERSONALIZED | Google ↗ AI Mode ↗ | Find specialized underwriting options that accommodate high deductibles for large-scale office renovations. | Comparison | buyers_guide | insuring high value leaseholds | 1x of 3 | |
top commercial property insurance carriers for miami financial district ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find insurance companies that specialize in insuring high-end properties in the Miami financial district. | Comparison | web_article | top miami property insurers | 1x of 3 | |
commercial property insurance for small business owners in financial districts PERSONALIZED | Google ↗ AI Mode ↗ | The searcher wants tailored insurance solutions designed for high-end office spaces in dense urban business centers. | Comparison | buyers_guide | top miami property insurers | 1x of 3 | |
brickell commercial insurance brokers high rise office space REFORMULATION | Google ↗ AI Mode ↗ | Find local insurance brokers in Brickell who can source comprehensive property underwriter policies. | Comparison | map/local_pack | brickell commercial insurance brokers | 1x of 3 | |
insurance for office tenant improvements interior build out risk PERSONALIZED | Google ↗ AI Mode ↗ | Determine specialized insurance solutions designed specifically for interior architectural and mechanical upgrades. | Reason | buyers_guide | office renovation insurance requirements | 1x of 3 | |
tenant improvements and betterments insurance endorsement definition REFORMULATION | Google ↗ AI Mode ↗ | The searcher wants the precise legal and insurance definition of tenant improvements and betterments in a property policy. | Definition | glossary/definition | tenant improvements coverage details | 1x of 3 | |
office tenant improvements insurance requirements commercial lease RELATED | Google ↗ AI Mode ↗ | Learn the standard insurance requirements landlords demand for tenant improvements. | Comparison | pdf_whitepaper | office renovation insurance requirements | 1x of 3 | |
how to insure high value tenant improvements in leased commercial space REFORMULATION | Google ↗ AI Mode ↗ | Learn the proper procedures and policy types for covering expensive commercial tenant installations. | Instruction | how_to_steps | insuring high value leaseholds | 1x of 3 | |
how to insure high value commercial leasehold improvements RELATED | Google ↗ AI Mode ↗ | The searcher wants step-by-step guidance on how to properly value and insure high-cost commercial leasehold renovations. | Instruction | how_to_steps | insuring high value leaseholds | 1x of 3 | |
how to insure high rise office build outs against hurricane damage miami IMPLICIT | Google ↗ AI Mode ↗ | Find out how windstorm and hurricane coverage applies to tenant improvements in high-rise buildings. | Comparison | faq_page | miami build out risk insurance | 1x of 3 | |
commercial property insurance cost estimator for office renovations IMPLICIT | Google ↗ AI Mode ↗ | The searcher wants an estimate of insurance premium costs associated with comprehensive high-rise tenant improvements. | Comparison | calculator/tool | office renovation insurance requirements | 1x of 3 | |
commercial lease insurance clauses for high rise buildings IMPLICIT | Google ↗ AI Mode ↗ | Find legal and insurance standard clauses required for high-rise commercial office leases. | Comparison | glossary/definition | insuring high value leaseholds | 1x of 3 | |
florida commercial property insurance market trends and capacity 2025 RELATED | Google ↗ AI Mode ↗ | The searcher wants to understand current market capacity and underwriting appetite for commercial properties in Florida. | Reason | press_release | top miami property insurers | 1x of 3 | |
property casualty insurance underwriters association miami ENTITY EXPANSION | Google ↗ AI Mode ↗ | Identify industry associations or directories listing local property underwriters. | Other / navigational | dataset | miami build out risk insurance | 1x of 3 | |
brickell commercial insurance brokers specializing in property ENTITY EXPANSION | Google ↗ AI Mode ↗ | Locate local insurance brokers in Brickell who can source underwriters for complex commercial properties. | Comparison | map/local_pack | brickell commercial insurance brokers | 1x of 3 | |
frequently asked questions about commercial tenant improvement insurance RELATED | Google ↗ AI Mode ↗ | The searcher wants quick answers to common questions regarding deductibles, valuation, and coverage triggers for buildouts. | Reason | faq_page | tenant improvements coverage details | 1x of 3 | |
comprehensive commercial property insurance policy checklist for office tenants PERSONALIZED | Google ↗ AI Mode ↗ | Get a checklist to ensure all aspects of high-rise office improvements are fully covered by the underwriter. | Instruction | checklist | comprehensive policy requirements check… | 1x of 3 | |
high rise office building property insurance underwriting guidelines RELATED | Google ↗ AI Mode ↗ | Review the underwriting criteria insurers use when evaluating high-rise commercial structures. | Reason | case_study | office renovation insurance requirements | 1x of 3 | |
commercial real estate landlord vs tenant insurance requirements checklist ENTITY EXPANSION | Google ↗ AI Mode ↗ | The searcher wants a checklist outlining the division of insurance responsibilities between building landlords and office tenants. | Instruction | checklist | comprehensive policy requirements check… | 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 | — | 919 / 1,440 | |
| gemini-3.5-flash-lite | 2 | 12 | 12 | — | 919 / 1,447 | |
| gemini-3.5-flash-lite | 3 | 12 | 12 | — | 919 / 1,536 |