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What is the current consensus among veterinary behaviorists regarding the efficacy of citronella versus ultrasonic anti-bark collars for persistent territorial barking in German Shepherds?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the current consensus among veterinary behaviorists regarding the efficacy of citronella versus ultrasonic anti-bark collars for persistent territorial barking in German Shepherds?
3 real searches · 1 real-search pass
veterinary behaviorist consensus citronella spray ultrasonic anti bark collars efficacy study dogs territorial barkingGoogle ↗
OBSERVEDReason
AVSAB position statement humane dog training aversive collars barking citronella ultrasonicGoogle ↗
OBSERVEDOther / navigational
veterinary study citronella bark collars ultrasonic bark control efficacy comparisonGoogle ↗
OBSERVEDComparison

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)
Short factOther / navigational33%Comparison33%ConsequenceReason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
veterinary behaviorist consensus citronella spray ultrasonic anti bark collars efficacy study dogs territorial barking Google ↗
AVSAB position statement humane dog training aversive collars barking citronella ultrasonic Google ↗
veterinary study citronella bark collars ultrasonic bark control efficacy comparison Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
veterinary behaviorist consensus citronella spray ultrasonic anti bark collars efficacy study dogs territorial barking
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
AVSAB position statement humane dog training aversive collars barking citronella ultrasonic
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
veterinary study citronella bark collars ultrasonic bark control efficacy comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1