Can you compare Hopper and Kayak to see which one is more accurate for predicting when hotel booking discounts will drop for New York City.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare Hopper and Kayak to see which one is more accurate for predicting when hotel booking discounts will drop for New York City.
3 real searches · 1 real-search pass
Hopper vs KAYAK hotel price prediction accuracy independent study hotel discountsGoogle ↗
OBSERVEDComparison
Hopper hotel price prediction accuracy hotel price freeze price prediction methodology New York CityGoogle ↗
OBSERVEDReason
KAYAK hotel price forecast price trends prediction accuracy hotel booking predictions methodologyGoogle ↗
OBSERVEDReason
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Hopper vs KAYAK hotel price prediction accuracy independent study hotel discounts Google ↗
Hopper hotel price prediction accuracy hotel price freeze price prediction methodology New York City Google ↗
KAYAK hotel price forecast price trends prediction accuracy hotel booking predictions methodology Google ↗
- How do Price Predictions work with Hopper? · help.hopper.com
- Hopper expands predictive pricing technology to NYC hotels · hotelmanagement.net
- Hopper Now Offers Price Monitoring and Private Rates for Hotels Across the Globe · media.hopper.com
- Pricing and Price Alerts · kayak.com
- How KAYAK finds prices · kayak.com
- Hopper expands its price prediction technology to hotels, initially in NYC · techcrunch.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Hopper vs KAYAK hotel price prediction accuracy independent study hotel discounts OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Hopper hotel price prediction accuracy hotel price freeze price prediction methodology New York City OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
KAYAK hotel price forecast price trends prediction accuracy hotel booking predictions methodology OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |