Real ChatGPT answer · index seed7knaU9BPysccompleteMarketing and advertising · ad platformshowto

What are the best practices for structuring custom audience lookalikes on X formerly Twitter using hashed customer email lists from our Salesforce CRM?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What are the best practices for structuring custom audience lookalikes on X formerly Twitter using hashed customer email lists from our Salesforce CRM?
3 real searches · 1 real-search pass
X Ads tailored audiences customer list upload hashed email lookalike audience official documentationGoogle ↗
OBSERVEDOther / navigational
X Ads custom audiences lookalike audiences audience expansion official documentationGoogle ↗
OBSERVEDInstruction
Salesforce CRM export customer email data privacy consent hashing SHA-256 marketing advertising audienceGoogle ↗
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 (3)
Short factOther / navigational33%ComparisonConsequenceReason33%DefinitionInstruction33%Yes / 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
X Ads tailored audiences customer list upload hashed email lookalike audience official documentation Google ↗
X Ads custom audiences lookalike audiences audience expansion official documentation Google ↗
Salesforce CRM export customer email data privacy consent hashing SHA-256 marketing advertising audience Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
X Ads tailored audiences customer list upload hashed email lookalike audience official documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
X Ads custom audiences lookalike audiences audience expansion official documentation
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Salesforce CRM export customer email data privacy consent hashing SHA-256 marketing advertising audience
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1