Compare the user interface and hidden booking fees of Hopper versus Expedia when securing non-refundable lodging for a tight-budget road trip.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the user interface and hidden booking fees of Hopper versus Expedia when securing non-refundable lodging for a tight-budget road trip.
3 real searches · 1 real-search pass
Hopper hotel booking fees service fee resort fee cancellation non-refundable lodging price breakdown 2026Google ↗
OBSERVED
Expedia hotel booking fees taxes fees price breakdown non-refundable lodging cancellation policy 2026Google ↗
OBSERVED
Hopper Expedia hotel booking comparison user interface price transparency hidden fees road trip budgetGoogle ↗
OBSERVED
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.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
Hopper hotel booking fees service fee resort fee cancellation non-refundable lodging price breakdown 2026 Google ↗
Expedia hotel booking fees taxes fees price breakdown non-refundable lodging cancellation policy 2026 Google ↗
Hopper Expedia hotel booking comparison user interface price transparency hidden fees road trip budget Google ↗
- How to Use Hopper to Save Money on Flights · going.com
- Travel App Hopper to Pay $35 Million to Settle FTC Allegations It Charged Fees Without Consent and Deceived Users About Fees and Benefits of Some Products · ftc.gov
- Will I have to pay additional hotel fees? · help.hopper.com
- How do I pay for my hotel reservation? · help.hopper.com
- Transparency in Travel Pricing: A Win for Consumers and a Standard at Expedia · expedia.com
- Terms of Service · expedia.com
- How do I cancel my hotel reservation? · help.hopper.com
- How do I redeem Cancel For Any Reason for a hotel booking? · help.hopper.com
- FTC v. Hopper (USA), Inc. · ftc.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Hopper hotel booking fees service fee resort fee cancellation non-refundable lodging price breakdown 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Expedia hotel booking fees taxes fees price breakdown non-refundable lodging cancellation policy 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Hopper Expedia hotel booking comparison user interface price transparency hidden fees road trip budget OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |