Real ChatGPT answer + Gemini simulation · index seedF2b110zt3fkcompleteAI OverviewTravel and hospitality · all-inclusive resortshowto
Can you guide me through setting up a surprise candlelit dinner on the sand including how to handle the extra fees and payment?
ChatGPTgpt-6Geminigemini-3.5-flash-lite3 passes + 1 real-search36 queries10/30/2026
Download run
Gemini unique queries
34
2 in ≥ half the passes · stability 35%
ChatGPT real searches predicted
0%
0 of 2 matched the simulation
Fan-out diagram
Seed → topic clusters → sub-queries, per model.
SEED QUERY
Can you guide me through setting up a surprise candlelit dinner on the sand including how to handle the extra fees and payment?
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 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.
ChatGPT2 real searches · gpt-60% predicted
Florida beach special event permits open flames candles beach rules official guidance Google ↗
Florida public beach rules candles open flames beach special event permit cleanup fees official Google ↗
- Get a Beach Ceremony Permit · myclearwater.com
- Visit South Walton · mywaltonfl.gov
- Hosting Events on St. Johns County Beaches · sjcfl.us
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 plan a romantic candlelit dinner on the beach step by step REFORMULATION | Google ↗ AI Mode ↗ | The user wants a clear sequential guide to organizing a beach dinner. | — | how_to_steps | planning a romantic beach dinner | 2x of 3 | |
how to keep candles lit in the wind on the beach IMPLICIT | Google ↗ AI Mode ↗ | The user needs practical tips for managing open flames outdoors by the ocean. | — | how_to_steps | managing wind and sand elements | 2x of 3 | |
how to plan a romantic beach dinner setup REFORMULATION | Google ↗ AI Mode ↗ | The user wants a streamlined version of the original query focusing on the general setup of a romantic beach dinner. | — | how_to_steps | planning a romantic beach dinner | 1x of 3 | |
beach permit fees and payment for private dinner setup REFORMULATION | Google ↗ AI Mode ↗ | The user is looking for details regarding extra fees, permits, and payment processes for using a beach for a private event. | — | pricing_page | permit fees and payment methods | 1x of 3 | |
beach dinner setup permits and local regulations RELATED | Google ↗ AI Mode ↗ | The user needs to know legal requirements and potential fees for setting up on public or private sand. | — | web_article | beach permit and rule requirements | 1x of 3 | |
beach permit fees and payment methods for private events RELATED | Google ↗ AI Mode ↗ | The user wants to understand the cost structure and payment procedures for beach permits. | — | pricing_page | permit fees and payment methods | 1x of 3 | |
windproof candles and lighting ideas for outdoor beach dinner IMPLICIT | Google ↗ AI Mode ↗ | The user needs specific equipment recommendations to keep candles lit outdoors. | — | buyers_guide | managing wind and sand elements | 1x of 3 | |
candlelit beach dinner permit requirements RELATED | Google ↗ AI Mode ↗ | The user wants to know what official permissions or permits are required to host a candlelit dinner on public sand. | — | faq_page | beach permit and rule requirements | 1x of 3 | |
hire beach event planner vs DIY candlelit dinner cost COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to compare the costs and effort of hiring a professional versus doing it themselves. | — | comparison_table | event planner versus diy costs | 1x of 3 | |
hiring event planner vs DIY romantic beach dinner cost comparison COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to compare the costs and effort of hiring a professional versus setting it up themselves. | — | comparison_table | event planner versus diy costs | 1x of 3 | |
hired beach dinner setup service vs DIY cost comparison COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to compare the costs and effort of hiring an event planner versus setting up a beach dinner themselves. | — | comparison_table | event planner versus diy costs | 1x of 3 | |
luxury beach picnic setup companies and vendors ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants to identify external service providers who specialize in luxury beach dining setups. | — | web_article | luxury beach picnic setup services | 1x of 3 | |
luxury beach picnic setup companies service fee structures ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants to understand common pricing models and extra fees charged by event services. | — | pricing_page | luxury beach picnic setup services | 1x of 3 | |
luxury beach picnic setup companies near coast ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user is looking to discover professional service providers that specialize in luxury beach event setups. | — | buyers_guide | luxury beach picnic setup services | 1x of 3 | |
tips for surprising partner with romantic beach dinner PERSONALIZED | Google ↗ AI Mode ↗ | The user wants creative ideas for pulling off the surprise element successfully. | — | web_article | planning a romantic beach dinner | 1x of 3 | |
tips for planning a surprise romantic dinner without them finding out PERSONALIZED | Google ↗ AI Mode ↗ | The user is looking for general advice on keeping the dinner a total surprise. | — | checklist | planning a romantic beach dinner | 1x of 3 | |
tips for a surprise proposal dinner on the beach PERSONALIZED | Google ↗ AI Mode ↗ | The user wants inspiration and advice tailored specifically to executing a surprise romantic element during the beach dinner. | — | web_article | planning a romantic beach dinner | 1x of 3 | |
beach bonfire and candle setup checklist REFORMULATION | Google ↗ AI Mode ↗ | The user wants a checklist of items to bring for a successful beach setup. | — | checklist | beach permit and rule requirements | 1x of 3 | |
what equipment do I need for a beach pop up picnic REFORMULATION | Google ↗ AI Mode ↗ | The user needs a comprehensive inventory of items required for beach dining. | — | checklist | luxury beach picnic setup services | 1x of 3 | |
beach dinner setup checklist RELATED | Google ↗ AI Mode ↗ | The user needs a comprehensive checklist of items to bring or arrange for a successful beach dining experience. | — | checklist | planning a romantic beach dinner | 1x of 3 | |
how to handle tipping and service fees for private beach events RELATED | Google ↗ AI Mode ↗ | The user wants guidance on gratuity standards and transaction protocols for hired help. | — | faq_page | permit fees and payment methods | 1x of 3 | |
beach event permit rules and regulations FAQ RELATED | Google ↗ AI Mode ↗ | The user wants answers to common questions regarding local laws for using public beaches. | — | faq_page | beach permit and rule requirements | 1x of 3 | |
hidden fees when booking beach event space RELATED | Google ↗ AI Mode ↗ | The user wants to anticipate unexpected administrative fees or hidden costs associated with beach venue bookings. | — | web_article | hidden fees and payment contracts | 1x of 3 | |
windproof candle holders for beach weddings and dinners ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants product recommendations for outdoor candle containment. | — | buyers_guide | managing wind and sand elements | 1x of 3 | |
how to anchor a table and decor in sand securely IMPLICIT | Google ↗ AI Mode ↗ | The user needs technical advice on stabilizing furniture on loose sand. | — | how_to_steps | managing wind and sand elements | 1x of 3 | |
how to pay beach permit fees online securely IMPLICIT | Google ↗ AI Mode ↗ | The user needs guidance on the mechanics of making official payments for beach venue rentals. | — | how_to_steps | permit fees and payment methods | 1x of 3 | |
best food menu ideas for outdoor romantic beach picnic IMPLICIT | Google ↗ AI Mode ↗ | The user needs inspiration for food that travels well and fits a beach setting. | — | web_article | planning a romantic beach dinner | 1x of 3 | |
all inclusive romantic beach dinner packages pricing ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants to find pre-packaged dining options that include all fees and services. | — | pricing_page | planning a romantic beach dinner | 1x of 3 | |
beach picnic table and seating rental pricing ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants to find rental options for low tables, cushions, and weather-resistant furniture suitable for sand. | — | product_spec_sheet | luxury beach picnic setup services | 1x of 3 | |
hired event planner payment contracts and hidden fees RELATED | Google ↗ AI Mode ↗ | The user wants to protect themselves financially when hiring third-party setup crews. | — | pdf_whitepaper | hidden fees and payment contracts | 1x of 3 | |
tips for dealing with wind and sand during an outdoor dinner RELATED | Google ↗ AI Mode ↗ | The user seeks practical advice to mitigate environmental hazards during the meal. | — | web_article | managing wind and sand elements | 1x of 3 | |
romantic beach setup inspiration photos IMPLICIT | Google ↗ AI Mode ↗ | The user wants visual examples of how a candlelit dinner on the sand should look. | — | image_gallery | planning a romantic beach dinner | 1x of 3 | |
hidden costs when hiring beach event planners COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to know about potential extra fees and unexpected charges from vendors. | — | faq_page | hidden fees and payment contracts | 1x of 3 | |
best time of day for a sunset beach dinner setup RELATED | Google ↗ AI Mode ↗ | The user seeks advice on timing the event around sunset and tide schedules for safety and ambiance. | — | web_article | managing wind and sand elements | 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 / 1,361 | |
| gemini-3.5-flash-lite | 2 | 12 | 12 | — | 923 / 1,382 | |
| gemini-3.5-flash-lite | 3 | 12 | 12 | — | 923 / 1,468 |