Real ChatGPT answer + Gemini simulation · index seedNEbQ3i7naI0completeAI OverviewAutomotive · car buying processcommercial
What are the best insurance companies for older drivers with clean records who want cheap auto insurance rates on a brand new SUV in Florida?
ChatGPTgpt-6Geminigemini-3.5-flash-lite3 passes + 1 real-search38 queries10/30/2026
Download run
Gemini unique queries
36
0 in ≥ half the passes · stability 33%
ChatGPT real searches predicted
50%
1 of 2 matched the simulation
Fan-out diagram
Seed → topic clusters → sub-queries, per model.
SEED QUERY
What are the best insurance companies for older drivers with clean records who want cheap auto insurance rates on a brand new SUV in Florida?
36 unique queries · 3 passes
florida new suv insurance costs
9 queries · 9 hits
average auto insurance cost florida new suv clean record1xGoogle ↗
RELATED
suv insurance cost florida new car1xGoogle ↗
RELATED
florida car insurance rates brand new suvs1xGoogle ↗
REFORMULATION
florida car insurance requirements 20261xGoogle ↗
RELATED
average cost of car insurance in florida 20261xGoogle ↗
RELATED
does insuring a new suv cost more than a sedans in florida1xGoogle ↗
COMPARATIVE
do brand new cars cost more to insure in florida1xGoogle ↗
IMPLICIT
cheap full coverage insurance brand new car florida1xGoogle ↗
RELATED
cheapest comprehensive and collision coverage suv florida1xGoogle ↗
REFORMULATION
mature driver discount programs
7 queries · 7 hits
senior driver discount programs major auto insurers1xGoogle ↗
IMPLICIT
florida auto insurance discounts for mature drivers1xGoogle ↗
ENTITY EXPANSION
senior driver auto insurance rates low mileage florida1xGoogle ↗
PERSONALIZED
florida car insurance discounts for drivers over 501xGoogle ↗
ENTITY EXPANSION
florida senior defensive driving course insurance discount1xGoogle ↗
ENTITY EXPANSION
mature driver course insurance discount florida1xGoogle ↗
IMPLICIT
mature driver safety course discount florida car insurance1xGoogle ↗
IMPLICIT
cheapest senior full coverage
5 queries · 5 hits
cheapest auto insurance florida seniors clean driving record1xGoogle ↗
REFORMULATION
cheapest car insurance for seniors in florida with clean driving record1xGoogle ↗
REFORMULATION
i am a retired driver looking for affordable full coverage for my new car1xGoogle ↗
PERSONALIZED
best car insurance for clean driving record zero accidents1xGoogle ↗
REFORMULATION
what qualifies as a clean driving record for car insurance1xGoogle ↗
REFORMULATION
top rated senior insurers
5 queries · 5 hits
best cheap car insurance companies in florida for seniors1xGoogle ↗
REFORMULATION
best car insurance companies for seniors florida1xGoogle ↗
RELATED
best auto insurance companies for drivers over 65 florida1xGoogle ↗
ENTITY EXPANSION
top rated regional insurance companies florida1xGoogle ↗
ENTITY EXPANSION
best car insurance companies florida customer satisfaction rankings1xGoogle ↗
RELATED
major insurer comparison florida
4 queries · 4 hits
geico vs progressive vs state farm senior discounts florida1xGoogle ↗
COMPARATIVE
geico vs progressive vs state farm senior rates florida1xGoogle ↗
COMPARATIVE
progressive vs geico vs state farm senior discounts florida1xGoogle ↗
COMPARATIVE
allstate vs AAA auto insurance florida review1xGoogle ↗
COMPARATIVE
suv safety rating factors
3 queries · 3 hits
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). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence. 36 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.
ChatGPT2 real searches · gpt-650% predicted
2026 Florida auto insurance rates older drivers clean driving record cheapest insurers full coverage new SUV Florida Office of Insurance Regulation Google ↗
Florida auto insurance consumer guide compare rates discounts older drivers clean record official 2026 Google ↗
- Cheap Car Insurance in Florida for 2026 · nerdwallet.com
- Cheapest Car Insurance in Florida for 2026 · experian.com
- Get a GEICO quote · geico.com
- Get a Progressive quote · progressive.com
- Get a Travelers quote · travelers.com
- Get a State Farm quote · statefarm.com
- Get a USAA quote · usaa.com
- Commissioner Mike Yaworsky Announces More Significant Auto Rate Decreases for Florida’s Top 5 Auto Insurance Groups · content.govdelivery.com
- Personal Automobile Insurance Overview | Consumer Services · myfloridacfo.com
- Car Insurance Discounts in Florida · insurify.com
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
36 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
cheapest auto insurance florida seniors clean driving record REFORMULATION | Google ↗ AI Mode ↗ | Find the lowest cost car insurance providers specifically for senior drivers with no accidents. | — | comparison_table | cheapest senior full coverage | 1x of 3 | |
best cheap car insurance companies in florida for seniors REFORMULATION | Google ↗ AI Mode ↗ | The user wants to find affordable auto insurance providers specifically targeting senior drivers in Florida. | — | comparison_table | top rated senior insurers | 1x of 3 | |
cheapest car insurance for seniors in florida with clean driving record REFORMULATION | Google ↗ AI Mode ↗ | Find the most affordable auto insurance options tailored for senior citizens residing in Florida who have no accidents or tickets. | — | comparison_table | cheapest senior full coverage | 1x of 3 | |
best car insurance companies for seniors florida RELATED | Google ↗ AI Mode ↗ | Identify top-rated insurers in Florida that cater well to older adults. | — | review_roundup | top rated senior insurers | 1x of 3 | |
best auto insurance companies for drivers over 65 florida ENTITY EXPANSION | Google ↗ AI Mode ↗ | Identify top-rated insurance carriers specifically catering to elderly demographic populations within Florida. | — | review_roundup | top rated senior insurers | 1x of 3 | |
average auto insurance cost florida new suv clean record RELATED | Google ↗ AI Mode ↗ | The user wants to know the baseline market pricing for insuring a new SUV with a clean driving record in Florida. | — | web_article | florida new suv insurance costs | 1x of 3 | |
how do insurance companies calculate rates for new suvs IMPLICIT | Google ↗ AI Mode ↗ | Understand how insuring a brand new SUV impacts overall premium pricing. | — | web_article | suv safety rating factors | 1x of 3 | |
senior driver discount programs major auto insurers IMPLICIT | Google ↗ AI Mode ↗ | The user wants to discover which insurance companies offer specific discounts for older drivers to reduce their rates. | — | buyers_guide | mature driver discount programs | 1x of 3 | |
suv insurance cost florida new car RELATED | Google ↗ AI Mode ↗ | Understand how insuring a brand-new SUV impacts premium pricing in the state of Florida. | — | web_article | florida new suv insurance costs | 1x of 3 | |
geico vs progressive vs state farm senior discounts florida COMPARATIVE | Google ↗ AI Mode ↗ | Compare major insurance providers on senior-specific discounts in Florida. | — | comparison_table | major insurer comparison florida | 1x of 3 | |
geico vs progressive vs state farm senior rates florida COMPARATIVE | Google ↗ AI Mode ↗ | The user wants a direct price and policy comparison among top national insurance carriers for seniors in Florida. | — | comparison_table | major insurer comparison florida | 1x of 3 | |
how much is car insurance in florida for a clean record IMPLICIT | Google ↗ AI Mode ↗ | Determine baseline auto insurance costs for drivers with flawless records in Florida. | — | calculator/tool | clean record rate reduction tips | 1x of 3 | |
florida auto insurance discounts for mature drivers ENTITY EXPANSION | Google ↗ AI Mode ↗ | Discover specific discount programs available to older drivers under Florida state regulations. | — | faq_page | mature driver discount programs | 1x of 3 | |
suv insurance cost comparison safety rating discounts ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants to understand how SUV safety features impact insurance premiums across different models. | — | review_roundup | suv safety rating factors | 1x of 3 | |
progressive vs geico vs state farm senior discounts florida COMPARATIVE | Google ↗ AI Mode ↗ | Compare major insurance providers to see which offers the best senior-specific discounts in Florida. | — | comparison_table | major insurer comparison florida | 1x of 3 | |
i am a retired driver looking for affordable full coverage for my new car PERSONALIZED | Google ↗ AI Mode ↗ | Find affordable comprehensive and collision coverage tailored to a retired lifestyle. | — | buyers_guide | cheapest senior full coverage | 1x of 3 | |
how to lower car insurance rates for clean record drivers over 65 PERSONALIZED | Google ↗ AI Mode ↗ | The user wants actionable strategies to minimize insurance costs tailored to mature drivers with spotless records. | — | how_to_steps | clean record rate reduction tips | 1x of 3 | |
senior driver auto insurance rates low mileage florida PERSONALIZED | Google ↗ AI Mode ↗ | Explore low-mileage discount options available to older drivers in Florida to reduce rates further. | — | buyers_guide | mature driver discount programs | 1x of 3 | |
florida car insurance rates brand new suvs REFORMULATION | Google ↗ AI Mode ↗ | Check average car insurance costs specifically for brand new sport utility vehicles in Florida. | — | calculator/tool | florida new suv insurance costs | 1x of 3 | |
florida car insurance requirements 2026 RELATED | Google ↗ AI Mode ↗ | The user wants to know the mandatory minimum coverage limits and legal requirements for driving in Florida. | — | web_article | florida new suv insurance costs | 1x of 3 | |
florida car insurance discounts for drivers over 50 ENTITY EXPANSION | Google ↗ AI Mode ↗ | List all statutory and provider-offered discounts available to mature drivers in Florida. | — | faq_page | mature driver discount programs | 1x of 3 | |
average cost of car insurance in florida 2026 RELATED | Google ↗ AI Mode ↗ | Understand baseline auto insurance pricing trends in the state of Florida. | — | dataset | florida new suv insurance costs | 1x of 3 | |
best car insurance for clean driving record zero accidents REFORMULATION | Google ↗ AI Mode ↗ | The user wants to find insurers that heavily reward accident-free driving records with low rates. | — | faq_page | cheapest senior full coverage | 1x of 3 | |
does insuring a new suv cost more than a sedans in florida COMPARATIVE | Google ↗ AI Mode ↗ | Compare insurance costs between SUVs and sedans in Florida to assess new vehicle pricing impact. | — | web_article | florida new suv insurance costs | 1x of 3 | |
suv safety ratings insurance group numbers IMPLICIT | Google ↗ AI Mode ↗ | Learn how SUV safety features and crash ratings influence insurance risk groups. | — | product_spec_sheet | suv safety rating factors | 1x of 3 | |
do brand new cars cost more to insure in florida IMPLICIT | Google ↗ AI Mode ↗ | The user wants to understand the impact of purchasing a brand new vehicle on comprehensive and collision coverage pricing. | — | web_article | florida new suv insurance costs | 1x of 3 | |
how to lower car insurance rates florida clean record REFORMULATION | Google ↗ AI Mode ↗ | Discover actionable strategies to secure the lowest possible auto insurance rates in Florida with a clean history. | — | how_to_steps | clean record rate reduction tips | 1x of 3 | |
florida senior defensive driving course insurance discount ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find out if taking a defensive driving course lowers insurance rates for seniors in Florida. | — | how_to_steps | mature driver discount programs | 1x of 3 | |
top rated regional insurance companies florida ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants to explore local or regional Florida-specific insurers that might offer better rates than national brands. | — | review_roundup | top rated senior insurers | 1x of 3 | |
cheap full coverage insurance brand new car florida RELATED | Google ↗ AI Mode ↗ | Find affordable full coverage policies required for financing or leasing a brand-new vehicle in Florida. | — | pricing_page | florida new suv insurance costs | 1x of 3 | |
allstate vs AAA auto insurance florida review COMPARATIVE | Google ↗ AI Mode ↗ | Compare Allstate and AAA policy offerings and customer satisfaction in Florida. | — | review_roundup | major insurer comparison florida | 1x of 3 | |
mature driver course insurance discount florida IMPLICIT | Google ↗ AI Mode ↗ | The user wants to know if taking a defensive driving course will lower their insurance rates in Florida. | — | checklist | mature driver discount programs | 1x of 3 | |
mature driver safety course discount florida car insurance IMPLICIT | Google ↗ AI Mode ↗ | Check if taking a defensive driving course reduces insurance rates for older adults in Florida. | — | checklist | mature driver discount programs | 1x of 3 | |
cheapest comprehensive and collision coverage suv florida REFORMULATION | Google ↗ AI Mode ↗ | The user wants specific rate evaluations for full coverage insurance on an SUV in Florida. | — | pricing_page | florida new suv insurance costs | 1x of 3 | |
best car insurance companies florida customer satisfaction rankings RELATED | Google ↗ AI Mode ↗ | Evaluate the top-performing insurance companies in Florida based on customer service and claims handling. | — | review_roundup | top rated senior insurers | 1x of 3 | |
what qualifies as a clean driving record for car insurance REFORMULATION | Google ↗ AI Mode ↗ | Define the exact criteria insurers use to classify a driving record as clean. | — | glossary/definition | cheapest senior full coverage | 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 | — | 925 / 1,510 | |
| gemini-3.5-flash-lite | 2 | 12 | 12 | — | 925 / 1,522 | |
| gemini-3.5-flash-lite | 3 | 12 | 12 | — | 925 / 1,418 |