Real ChatGPT answer · index seedn6Bv7vHrK7ccompleteMarketing and advertising · web analyticsinformational

How do identity resolution graphs function behind the scenes to connect multiple devices to a single household for advertising measurement purposes?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do identity resolution graphs function behind the scenes to connect multiple devices to a single household for advertising measurement purposes?
1 real search · 1 real-search pass
identity resolution graph household advertising measurement deterministic probabilistic matching connected TV IP address privacy graph 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 (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
identity resolution graph household advertising measurement deterministic probabilistic matching connected TV IP address privacy graph methodology Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
identity resolution graph household advertising measurement deterministic probabilistic matching connected TV IP address privacy graph methodology
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1