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How do I find decision makers' email addresses legally to start my very first B2B lead generation campaign this week

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

The searches the AI actually ran for this prompt.

SEED QUERY
How do I find decision makers' email addresses legally to start my very first B2B lead generation campaign this week
3 real searches · 1 real-search pass
FTC CAN-SPAM Act compliance guide business email requirements officialGoogle ↗
OBSERVEDInstruction
ICO direct marketing business to business email rules corporate subscribers named business contacts UK GDPRGoogle ↗
OBSERVEDOther / navigational
LinkedIn terms prohibited scraping automated data collection officialGoogle ↗
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%ComparisonConsequenceReasonDefinitionInstruction33%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
FTC CAN-SPAM Act compliance guide business email requirements official Google ↗
ICO direct marketing business to business email rules corporate subscribers named business contacts UK GDPR Google ↗
LinkedIn terms prohibited scraping automated data collection official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
FTC CAN-SPAM Act compliance guide business email requirements official
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
ICO direct marketing business to business email rules corporate subscribers named business contacts UK GDPR
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
LinkedIn terms prohibited scraping automated data collection official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1