Real ChatGPT answer + Gemini simulation · index seed3IZ7ivTiytocompleteAI OverviewTravel and hospitality · hotelsinformational
The hotel claims they lost our guaranteed reservation for our company retreat because we arrived late at night; what are my legal rights and how do I force them to relocate us?
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
50%
1 of 2 matched the simulation
Fan-out diagram
Seed → topic clusters → sub-queries, per model.
SEED QUERY
The hotel claims they lost our guaranteed reservation for our company retreat because we arrived late at night; what are my legal rights and how do I force them to relocate us?
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-650% predicted
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 |
|---|---|---|---|---|---|---|---|
hotel walked my guaranteed reservation late arrival rights REFORMULATION | Google ↗ AI Mode ↗ | Find out what rights a guest has when a hotel walks a guaranteed reservation due to a late arrival. | — | web_article | late arrival guaranteed reservation rig… | 2x of 3 | |
can a hotel cancel a guaranteed reservation for arriving late RELATED | Google ↗ AI Mode ↗ | Determine if hotels are legally allowed to cancel guaranteed bookings past a certain night hour. | — | faq_page | late arrival guaranteed reservation rig… | 2x of 3 | |
hotel walked my guaranteed reservation late check in rights REFORMULATION | Google ↗ AI Mode ↗ | Find out specific legal terminology and consumer rights when a hotel 'walks' a guest who arrived late. | — | web_article | late arrival guaranteed reservation rig… | 1x of 3 | |
what does guaranteed hotel reservation legally bind the hotel to do IMPLICIT | Google ↗ AI Mode ↗ | Understand the legal definition and obligations tied to a 'guaranteed' reservation. | — | glossary/definition | legal meaning of guaranteed reservation | 1x of 3 | |
legal obligation of hotel to relocate guest when overbooked IMPLICIT | Google ↗ AI Mode ↗ | Find out what statutory or contractual duties hotels have to secure alternative lodging at their own expense. | — | pdf_whitepaper | hotel relocation and compensation rights | 1x of 3 | |
hotel industry walk policy relocation compensation rules IMPLICIT | Google ↗ AI Mode ↗ | Understand the standard mandatory compensation and relocation rules hotels must follow when walking a guest. | — | pdf_whitepaper | hotel relocation and compensation rights | 1x of 3 | |
hotel duty to relocate guest walked reservation compensation RELATED | Google ↗ AI Mode ↗ | Learn about the hotel's financial and logistical responsibilities when relocating a bumped guest. | — | faq_page | hotel relocation and compensation rights | 1x of 3 | |
hotel walking policy vs force majeure contract breach COMPARATIVE | Google ↗ AI Mode ↗ | Compare standard hotel relocation policies against potential legal defenses hotels use to deny responsibility. | — | comparison_table | corporate travel contract breach remedi… | 1x of 3 | |
can hotel cancel guaranteed reservation if arrival is after midnight RELATED | Google ↗ AI Mode ↗ | Determine if late arrival time legally voids a guaranteed reservation policy. | — | forum/qna | late arrival guaranteed reservation rig… | 1x of 3 | |
legal rights walked reservation vs overbooked hotel COMPARATIVE | Google ↗ AI Mode ↗ | Compare the legal differences between a hotel losing a reservation due to late arrival versus a standard overbooking. | — | comparison_table | hotel relocation and compensation rights | 1x of 3 | |
corporate travel master services agreement hotel reservation breach remedies ENTITY EXPANSION | Google ↗ AI Mode ↗ | Explore B2B corporate retreat liabilities and remedies specified in master service agreements. | — | case_study | corporate travel contract breach remedi… | 1x of 3 | |
how to force hotel to find alternative accommodation walked reservation REFORMULATION | Google ↗ AI Mode ↗ | Actionable steps to compel the front desk to arrange and pay for alternative lodging. | — | how_to_steps | demanding alternative accommodation at… | 1x of 3 | |
commercial lodging contract breach of contract remedies group booking ENTITY EXPANSION | Google ↗ AI Mode ↗ | Explore commercial contract law remedies specifically applicable to corporate retreats and group bookings. | — | case_study | corporate travel contract breach remedi… | 1x of 3 | |
steps to demand alternative accommodation from hotel front desk manager PERSONALIZED | Google ↗ AI Mode ↗ | Get practical, actionable advice on how to negotiate and pressure management on-site for immediate relocation. | — | how_to_steps | demanding alternative accommodation at… | 1x of 3 | |
hotel relocation rights vs airline bumped passenger compensation comparison COMPARATIVE | Google ↗ AI Mode ↗ | Compare hotel bumping rights with airline denied boarding regulations to gauge compensation standards. | — | comparison_table | hotel relocation and compensation rights | 1x of 3 | |
how to force hotel to pay for alternative accommodation when walked PERSONALIZED | Google ↗ AI Mode ↗ | Find actionable negotiation tactics to compel the hotel to pay for a comparable relocation hotel. | — | how_to_steps | demanding alternative accommodation at… | 1x of 3 | |
what does guaranteed reservation mean under consumer protection law REFORMULATION | Google ↗ AI Mode ↗ | Clarify the exact legal definition and binding nature of a "guaranteed reservation". | — | glossary/definition | legal meaning of guaranteed reservation | 1x of 3 | |
corporate travel contract liability hotel lost reservation ENTITY EXPANSION | Google ↗ AI Mode ↗ | Understand how business travel contracts and company retreats alter standard consumer rights during a hotel dispute. | — | pdf_whitepaper | corporate travel contract breach remedi… | 1x of 3 | |
what does a guaranteed hotel reservation legally obligate the hotel to do REFORMULATION | Google ↗ AI Mode ↗ | Learn the legal definition and binding obligations associated with a guaranteed hotel reservation. | — | glossary/definition | legal meaning of guaranteed reservation | 1x of 3 | |
hotel refused to honor booking what to do next RELATED | Google ↗ AI Mode ↗ | Find emergency consumer advocacy steps when a hotel breaches its lodging contract. | — | checklist | demanding alternative accommodation at… | 1x of 3 | |
checklist for dealing with walked hotel reservation at front desk RELATED | Google ↗ AI Mode ↗ | Have a ready-to-use checklist of steps and demands to present to the hotel manager immediately. | — | checklist | demanding alternative accommodation at… | 1x of 3 | |
hotel refused to honor reservation what to do forum RELATED | Google ↗ AI Mode ↗ | Read real-world accounts and advice from others who faced reservation refusals upon late arrival. | — | forum/qna | demanding alternative accommodation at… | 1x of 3 | |
can I sue a hotel for ruining a corporate event due to lost reservation IMPLICIT | Google ↗ AI Mode ↗ | Assess the viability of pursuing damages for consequential losses related to a failed business retreat. | — | forum/qna | suing hotel for ruined retreat | 1x of 3 | |
what to do if hotel loses group block reservation for corporate retreat ENTITY EXPANSION | Google ↗ AI Mode ↗ | Learn remedies specifically tailored to group blocks and multi-room corporate events. | — | case_study | suing hotel for ruined retreat | 1x of 3 | |
state laws on hotel overbooking and guest relocation mandates IMPLICIT | Google ↗ AI Mode ↗ | Check if state consumer protection laws impose specific penalties or relocation duties on hotels. | — | web_article | hotel relocation and compensation rights | 1x of 3 | |
consumer rights agency complaints for bad faith hotel overbooking RELATED | Google ↗ AI Mode ↗ | Identify regulatory bodies or agencies where deceptive hotel practices can be reported. | — | web_article | state consumer protection laws | 1x of 3 | |
consumer protection laws hotel overbooking lost reservation RELATED | Google ↗ AI Mode ↗ | Identify state or federal consumer protection statutes applicable to hotel overbooking and breach of contract. | — | web_article | state consumer protection laws | 1x of 3 | |
corporate travel dispute resolution hotel breach ENTITY EXPANSION | Google ↗ AI Mode ↗ | Discover formal dispute resolution mechanisms for business travel and corporate retreats. | — | checklist | corporate travel contract breach remedi… | 1x of 3 | |
hotel relocation cost reimbursement legal limits REFORMULATION | Google ↗ AI Mode ↗ | Learn whether hotels must pay the full price of a comparable or superior nearby hotel when walking a guest. | — | faq_page | hotel relocation and compensation rights | 1x of 3 | |
as a business traveler dealing with a cancelled hotel booking what are my immediate remedies PERSONALIZED | Google ↗ AI Mode ↗ | Seek tailored advice for a business traveler experiencing sudden lodging cancellation. | — | buyers_guide | corporate travel contract breach remedi… | 1x of 3 | |
can you sue a hotel for ruining a corporate retreat due to lost reservation RELATED | Google ↗ AI Mode ↗ | Assess the viability of filing a lawsuit against a hotel for consequential damages regarding a company retreat. | — | web_article | suing hotel for ruined retreat | 1x of 3 | |
legal demand letter template hotel breach of contract lost reservation IMPLICIT | Google ↗ AI Mode ↗ | Find formal legal templates to pursue damages or cost recovery after the incident. | — | pdf_whitepaper | suing hotel for ruined retreat | 1x of 3 | |
how to write a demand letter to hotel for relocation costs reimbursement PERSONALIZED | Google ↗ AI Mode ↗ | Get templates and instructions for demanding financial reimbursement for forced relocation. | — | how_to_steps | hotel relocation and compensation rights | 1x of 3 | |
how to document evidence when hotel cancels guaranteed booking RELATED | Google ↗ AI Mode ↗ | Understand what records, communications, and proof are needed for chargebacks or legal action. | — | how_to_steps | legal meaning of guaranteed reservation | 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 | — | 941 / 1,534 | |
| gemini-3.5-flash-lite | 2 | 12 | 12 | — | 941 / 1,513 | |
| gemini-3.5-flash-lite | 3 | 12 | 12 | — | 941 / 1,464 |