Real ChatGPT answer · index seed8UfjGxqdL4EcompletePets · pet adoptioninformational

How does the Embark dog DNA test compare to other brands when identifying mixed-breed heritage in shelter puppies from the south?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How does the Embark dog DNA test compare to other brands when identifying mixed-breed heritage in shelter puppies from the south?
3 real searches · 1 real-search pass
Embark dog DNA breed identification accuracy comparison Wisdom Panel mixed breed dogs shelter puppies southern United States breed ancestryGoogle ↗
OBSERVEDComparison
independent study dog breed ancestry DNA tests accuracy Embark Wisdom Panel shelter dogsGoogle ↗
OBSERVEDOther / navigational
Embark breed database number breeds health dog DNA test official Wisdom Panel breeds databaseGoogle ↗
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)
Short factOther / navigational67%Comparison33%ConsequenceReasonDefinitionInstructionYes / no

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
Embark dog DNA breed identification accuracy comparison Wisdom Panel mixed breed dogs shelter puppies southern United States breed ancestry Google ↗
independent study dog breed ancestry DNA tests accuracy Embark Wisdom Panel shelter dogs Google ↗
Embark breed database number breeds health dog DNA test official Wisdom Panel breeds database Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Embark dog DNA breed identification accuracy comparison Wisdom Panel mixed breed dogs shelter puppies southern United States breed ancestry
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
independent study dog breed ancestry DNA tests accuracy Embark Wisdom Panel shelter dogs
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Embark breed database number breeds health dog DNA test official Wisdom Panel breeds database
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1