Can you break down how Petfinder search filters handle breed mislabeling by shelter staff compared to direct database queries on shelter management software
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you break down how Petfinder search filters handle breed mislabeling by shelter staff compared to direct database queries on shelter management software
3 real searches · 1 real-search pass
Petfinder help search filters breed mixed breed shelter listing breed field how search worksGoogle ↗
OBSERVEDReason
Petfinder API animal breed field primary secondary breed organization listing dataGoogle ↗
OBSERVEDOther / navigational
shelter management software database animal breed field query records PetPoint Shelterluv ChameleonGoogle ↗
OBSERVEDOther / navigational
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
Petfinder help search filters breed mixed breed shelter listing breed field how search works Google ↗
Petfinder API animal breed field primary secondary breed organization listing data Google ↗
shelter management software database animal breed field query records PetPoint Shelterluv Chameleon Google ↗
- meganariley/shelter-dogs · huggingface.co
- data/dog-shelters/README.md at master · the-pudding/data · github.com
- Webinar: Hard to Place Pets · sheltersunited.com
- Breed Mapping for PetFinder and Adoptapet.com · shelterbuddy.zendesk.com
- Petfinder / Adoptapet uploading information · shelterbuddy.zendesk.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Petfinder help search filters breed mixed breed shelter listing breed field how search works OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Petfinder API animal breed field primary secondary breed organization listing data OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
shelter management software database animal breed field query records PetPoint Shelterluv Chameleon OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |