Real ChatGPT answer · index seedHKtA4REloM0completeCareers and HR · freelancinglocal

What are the best practices for using LinkedIn direct messages to pitch freelance accounting services to local manufacturing firms without getting marked as spam

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the best practices for using LinkedIn direct messages to pitch freelance accounting services to local manufacturing firms without getting marked as spam
2 real searches · 1 real-search pass
LinkedIn User Agreement prohibited spam unsolicited messages commercial solicitation automation messaging policies 2026Google ↗
OBSERVEDOther / navigational
LinkedIn Sales Solutions best practices personalized outreach InMail connection requests spam limitsGoogle ↗
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 / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / 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
LinkedIn User Agreement prohibited spam unsolicited messages commercial solicitation automation messaging policies 2026 Google ↗
LinkedIn Sales Solutions best practices personalized outreach InMail connection requests spam limits Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
LinkedIn User Agreement prohibited spam unsolicited messages commercial solicitation automation messaging policies 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
LinkedIn Sales Solutions best practices personalized outreach InMail connection requests spam limits
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1