Real ChatGPT answer + Gemini simulation · index seedIchGxFM41mEcompleteAI OverviewTravel and hospitality · hotelshowto
We are flying into O Hare with a stroller and a tired baby. Which airport hotels have direct pedestrian walkways or reliable shuttles and how do I confirm the shuttle can accommodate our large stroller?
ChatGPTgpt-6Geminigemini-3.5-flash-lite3 passes + 1 real-search35 queries10/30/2026
Download run
Gemini unique queries
34
2 in ≥ half the passes · stability 35%
ChatGPT real searches predicted
100%
1 of 1 matched the simulation
Fan-out diagram
Seed → topic clusters → sub-queries, per model.
SEED QUERY
We are flying into O Hare with a stroller and a tired baby. Which airport hotels have direct pedestrian walkways or reliable shuttles and how do I confirm the shuttle can accommodate our large stroller?
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 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.
ChatGPT1 real searches · gpt-6100% predicted
O'Hare airport hotels direct pedestrian walkway Hilton connected terminals shuttle frequency stroller luggage policy Hyatt Regency O'Hare Loews Chicago O'Hare 2026 Google ↗
- flychicago.com · flychicago.com
- Airport Shuttle Service · loewshotels.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
34 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
hotels connected to ohare airport by pedestrian walkway REFORMULATION | Google ↗ AI Mode ↗ | Find hotels at O Hare that feature direct indoor or covered pedestrian walkways to the terminals. | — | web_article | hotels with pedestrian walkways | 2x of 3 | |
ohare airport hotels with shuttle service RELATED | Google ↗ AI Mode ↗ | Identify all hotels near O Hare offering airport shuttle transportation. | — | map/local_pack | hotels with shuttle service | 2x of 3 | |
hotels at o hare with pedestrian walkway REFORMULATION | Google ↗ AI Mode ↗ | Identify specific hotels connected directly to ORD terminals via walking paths. | — | map/local_pack | hotels with pedestrian walkways | 1x of 3 | |
ohare airport hotels with free airport shuttle RELATED | Google ↗ AI Mode ↗ | Find O'Hare hotels that offer shuttle service to and from the terminals. | — | buyers_guide | hotels with shuttle service | 1x of 3 | |
how to call ohare hotel shuttle with heavy luggage and stroller IMPLICIT | Google ↗ AI Mode ↗ | Understand the logistics and pickup location procedures for airport shuttles when traveling with bulky baby gear. | — | how_to_steps | how to contact shuttle service | 1x of 3 | |
how to ask hotel shuttle if it fits large stroller IMPLICIT | Google ↗ AI Mode ↗ | Learn the best way to contact an airport hotel to verify their shuttle bus can accommodate oversized baby gear. | — | how_to_steps | shuttle stroller accommodation policies | 1x of 3 | |
how to call ohare hotel shuttle bus with baby stroller IMPLICIT | Google ↗ AI Mode ↗ | Learn the logistics of locating and boarding an O'Hare hotel shuttle while managing a stroller. | — | how_to_steps | how to contact shuttle service | 1x of 3 | |
hilton chicago ohare vs hyatt regency ohare accessibility comparison COMPARATIVE | Google ↗ AI Mode ↗ | Compare the specific transit accessibility and walking convenience of the two main on-site O Hare hotels. | — | comparison_table | airport hotel accessibility comparison | 1x of 3 | |
hilton ohare vs chicago ohare marriott shuttle and walking access comparison COMPARATIVE | Google ↗ AI Mode ↗ | Compare the accessibility options between specific popular hotels near O'Hare. | — | comparison_table | airport hotel accessibility comparison | 1x of 3 | |
hilton o hare vs loews chicago o hare airport shuttle convenience COMPARATIVE | Google ↗ AI Mode ↗ | Compare the accessibility and transit convenience of specific on-site vs nearby O'Hare hotels. | — | comparison_table | airport hotel accessibility comparison | 1x of 3 | |
hilton chicago o hare airport hotel room walk from terminal ENTITY EXPANSION | Google ↗ AI Mode ↗ | Determine the exact walking distance and elevator access required to reach the Hilton from the baggage claim. | — | faq_page | hotels with pedestrian walkways | 1x of 3 | |
best family friendly hotels ohare airport terminal access ENTITY EXPANSION | Google ↗ AI Mode ↗ | Discover top-rated family accommodations at O'Hare that minimize travel time with infants. | — | buyers_guide | family friendly airport hotels | 1x of 3 | |
hilton chicago o hare airport pedestrian tunnel connection ENTITY EXPANSION | Google ↗ AI Mode ↗ | Confirm the exact walking route from baggage claim to the Hilton O'Hare. | — | web_article | hotels with pedestrian walkways | 1x of 3 | |
tips for traveling through ohare airport with a baby and stroller PERSONALIZED | Google ↗ AI Mode ↗ | Gather practical parenting tips specifically tailored to navigating O Hare terminal layout with an infant. | — | buyers_guide | traveling through ohare with baby | 1x of 3 | |
traveling with baby and large stroller airport hotel tips PERSONALIZED | Google ↗ AI Mode ↗ | Find practical advice and tips for navigating airports and hotels with an infant and bulky stroller. | — | checklist | traveling through ohare with baby | 1x of 3 | |
best family friendly hotels near ohare with easy terminal access PERSONALIZED | Google ↗ AI Mode ↗ | Find hotels that cater specifically to families traveling with infants and young children near the airport. | — | review_roundup | family friendly airport hotels | 1x of 3 | |
do ohare hotel shuttles fit large uppababy Vista strollers REFORMULATION | Google ↗ AI Mode ↗ | Find out if standard hotel vans can accommodate large full-sized strollers without requiring them to be folded down. | — | forum/qna | shuttle stroller accommodation policies | 1x of 3 | |
do ohare hotel shuttles have seat belts for car seats or fold up strollers RELATED | Google ↗ AI Mode ↗ | Understand the physical constraints and safety features of O'Hare hotel shuttle buses regarding strollers and car seats. | — | forum/qna | shuttle stroller accommodation policies | 1x of 3 | |
can hotel shuttles fit uppababy vista stroller folded RELATED | Google ↗ AI Mode ↗ | Understand if standard hotel shuttle vans have enough cargo space for large full-size strollers. | — | forum/qna | shuttle stroller accommodation policies | 1x of 3 | |
how to contact ohare hotel shuttle desk to ask about stroller policy RELATED | Google ↗ AI Mode ↗ | Find direct phone numbers or methods to reach hotel shuttle operators to confirm equipment capacity. | — | checklist | how to contact shuttle service | 1x of 3 | |
ohare airport transit system ats stations hotel access REFORMULATION | Google ↗ AI Mode ↗ | Learn how the Airport Transit System connects terminals to nearby properties or parking lots. | — | map/local_pack | hotels with shuttle service | 1x of 3 | |
ohare airport ATS transit system accessibility strollers ENTITY EXPANSION | Google ↗ AI Mode ↗ | Check if the Airport Transit System (ATS) and hotel shuttle center are easily navigable with strollers. | — | faq_page | traveling through ohare with baby | 1x of 3 | |
best ohare airport hotels for families with toddlers IMPLICIT | Google ↗ AI Mode ↗ | Discover family-friendly hotel recommendations near O Hare that cater well to parents with young children. | — | review_roundup | family friendly airport hotels | 1x of 3 | |
list of hotels with direct walkway to ohare terminal 2 ENTITY EXPANSION | Google ↗ AI Mode ↗ | Pinpoint exact terminal-linked hotels to minimize walking distance with a baby. | — | product_spec_sheet | hotels with pedestrian walkways | 1x of 3 | |
contact ohare hotel shuttle desk phone numbers REFORMULATION | Google ↗ AI Mode ↗ | Find direct contact information to call hotels and ask about shuttle space for bulky items. | — | pricing_page | how to contact shuttle service | 1x of 3 | |
ohare airport shuttle bus handicap accessibility and large cargo space ENTITY EXPANSION | Google ↗ AI Mode ↗ | Check if hotel shuttles feature wheelchair lifts or large luggage bays capable of holding large strollers. | — | product_spec_sheet | shuttle accessibility and cargo require… | 1x of 3 | |
how to confirm hotel shuttle accessibility for oversized luggage IMPLICIT | Google ↗ AI Mode ↗ | Find communication strategies or policies regarding oversized items on hotel transfer vehicles. | — | faq_page | shuttle stroller accommodation policies | 1x of 3 | |
hotels connected to o hare terminals walking time IMPLICIT | Google ↗ AI Mode ↗ | Find out how long the walk is from baggage claim to connected hotels when dealing with a tired baby. | — | glossary/definition | hotels with pedestrian walkways | 1x of 3 | |
navigating ohare terminal 5 to hotel shuttle center REFORMULATION | Google ↗ AI Mode ↗ | Trace the route from international arrivals at Terminal 5 to the O Hare shuttle bus center. | — | map/local_pack | hotels with pedestrian walkways | 1x of 3 | |
ohare shuttle bus accessibility ADA and stroller requirements RELATED | Google ↗ AI Mode ↗ | Check if O'Hare hotel shuttles are equipped with lifts or adequate storage for large mobility and baby devices. | — | web_article | shuttle accessibility and cargo require… | 1x of 3 | |
accessible airport shuttle policies for bulky medical gear and strollers RELATED | Google ↗ AI Mode ↗ | Review official policies regarding oversized items on commercial and hotel shuttle fleets. | — | pdf_whitepaper | shuttle accessibility and cargo require… | 1x of 3 | |
best way to get from ohare terminal to hotel with infant and stroller REFORMULATION | Google ↗ AI Mode ↗ | Determine the overall best transportation strategy for a family arriving at ORD with an infant. | — | buyers_guide | traveling through ohare with baby | 1x of 3 | |
do any ohare hotels have accessible pedestrian tunnels with moving walkways RELATED | Google ↗ AI Mode ↗ | Check for moving walkways and step-free routes between the terminal and connected hotels. | — | web_article | airport hotel accessibility comparison | 1x of 3 | |
best airport hotel ohare with baby review roundup COMPARATIVE | Google ↗ AI Mode ↗ | Read reviews from other parents about staying at O'Hare airport hotels with infants. | — | review_roundup | family friendly airport hotels | 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 | — | 949 / 1,454 | |
| gemini-3.5-flash-lite | 2 | 12 | 12 | — | 949 / 1,490 | |
| gemini-3.5-flash-lite | 3 | 12 | 12 | — | 949 / 1,502 |