Real ChatGPT answer · index seed2i2jVssyDpwcompleteMarketing and advertising · email marketingcomparison
What are the best practices for writing cold outreach sequences to local businesses when you have no portfolio yet
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best practices for writing cold outreach sequences to local businesses when you have no portfolio yet
1 real search · 1 real-search pass
cold email outreach best practices personalization follow-up sequence small business FTC CAN-SPAM compliance guidanceGoogle ↗
OBSERVEDInstruction
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)
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
cold email outreach best practices personalization follow-up sequence small business FTC CAN-SPAM compliance guidance Google ↗