Real ChatGPT answer · index seedwWInE2PUfQYcompleteB2B software · marketing automationinformational

Im interning at a marketing tech startup and need to know how to structure multi channel b2b lead generation tactics that combine email and linkedin

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Im interning at a marketing tech startup and need to know how to structure multi channel b2b lead generation tactics that combine email and linkedin
2 real searches · 1 real-search pass
B2B multichannel outbound sales email LinkedIn sequencing best practices personalization deliverability 2025Google ↗
OBSERVEDConsequence
LinkedIn official professional community policies invitations messaging automation prohibited scrapingGoogle ↗
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 (2)
Short factOther / navigational50%ComparisonConsequence50%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
B2B multichannel outbound sales email LinkedIn sequencing best practices personalization deliverability 2025 Google ↗
LinkedIn official professional community policies invitations messaging automation prohibited scraping Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
B2B multichannel outbound sales email LinkedIn sequencing best practices personalization deliverability 2025
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
LinkedIn official professional community policies invitations messaging automation prohibited scraping
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1