Real ChatGPT answer · index seedaYCiU53pXSccompleteCareers and HR · professional networkingbrand

What are the best strategies to deal with negative comments on LinkedIn thought leadership posts when you run a controversial niche business?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the best strategies to deal with negative comments on LinkedIn thought leadership posts when you run a controversial niche business?
1 real search · 1 real-search pass
LinkedIn official help manage comments hide delete report comments post moderation thought leadership engagement best practicesGoogle ↗
OBSERVEDConsequence

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)
Short factOther / navigationalComparisonConsequence100%ReasonDefinitionInstructionYes / no

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
LinkedIn official help manage comments hide delete report comments post moderation thought leadership engagement best practices Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
LinkedIn official help manage comments hide delete report comments post moderation thought leadership engagement best practices
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1