Real ChatGPT answer · index seedGPxOLPphoVscompleteCareers and HR · professional networkingcomparison

Which platform is better for requesting professional recommendations now that I am retired, LinkedIn or personal recommendation letters on a blog?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which platform is better for requesting professional recommendations now that I am retired, LinkedIn or personal recommendation letters on a blog?
1 real search · 1 real-search pass
LinkedIn recommendations profile official help recommendations professional endorsements visibility personal website testimonials best practices retired professional reputationGoogle ↗
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 (1)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / 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 recommendations profile official help recommendations professional endorsements visibility personal website testimonials best practices retired professional reputation Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
LinkedIn recommendations profile official help recommendations professional endorsements visibility personal website testimonials best practices retired professional reputation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1