Which working dog breeds handle high agility training better in humid southern climates, Belgian Malinois or working line German Shepherds?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which working dog breeds handle high agility training better in humid southern climates, Belgian Malinois or working line German Shepherds?
3 real searches · 1 real-search pass
Belgian Malinois German Shepherd heat tolerance humid climate exercise brachycephalic? veterinary heat stress dogs humidity working dogsGoogle ↗
OBSERVEDReason
AKC Belgian Malinois breed standard size coat German Shepherd breed standard working line agility athleticismGoogle ↗
OBSERVEDComparison
veterinary canine heat stress humidity exercise dogs cooling humidityGoogle ↗
OBSERVEDConsequence
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
Belgian Malinois German Shepherd heat tolerance humid climate exercise brachycephalic? veterinary heat stress dogs humidity working dogs Google ↗
AKC Belgian Malinois breed standard size coat German Shepherd breed standard working line agility athleticism Google ↗
veterinary canine heat stress humidity exercise dogs cooling humidity Google ↗
- Official Standard for the BELGIAN MALINOIS · malinoisclub.com
- Frontiers | Working Dog Structure: Evaluation and Relationship to Function · frontiersin.org
- Breed Standard · gsdca.org
- Summer heat safety tips for dogs | Cornell University College of Veterinary Medicine · vet.cornell.edu
- Heatstroke: A medical emergency | Cornell University College of Veterinary Medicine · vet.cornell.edu
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Belgian Malinois German Shepherd heat tolerance humid climate exercise brachycephalic? veterinary heat stress dogs humidity working dogs OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
AKC Belgian Malinois breed standard size coat German Shepherd breed standard working line agility athleticism OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
veterinary canine heat stress humidity exercise dogs cooling humidity OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |