Real ChatGPT answer · index seedVBfrEZ5mzEwcompleteCareers and HR · career changebrand

Can you review the pricing structure of LinkedIn Learning and tell me if it is cheaper and more effective than paying for individual industry certifications?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you review the pricing structure of LinkedIn Learning and tell me if it is cheaper and more effective than paying for individual industry certifications?
3 real searches · 1 real-search pass
LinkedIn Learning pricing individual monthly annual subscription 2026 US officialGoogle ↗
OBSERVEDOther / navigational
LinkedIn Learning pricing plans individual subscription free trial official 2026Google ↗
OBSERVEDOther / navigational
industry certification exam prices CompTIA A+ Security+ Network+ AWS certification Microsoft role based PMI PMP 2026 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 / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / 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
LinkedIn Learning pricing individual monthly annual subscription 2026 US official Google ↗
LinkedIn Learning pricing plans individual subscription free trial official 2026 Google ↗
industry certification exam prices CompTIA A+ Security+ Network+ AWS certification Microsoft role based PMI PMP 2026 official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
LinkedIn Learning pricing individual monthly annual subscription 2026 US official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
LinkedIn Learning pricing plans individual subscription free trial official 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
industry certification exam prices CompTIA A+ Security+ Network+ AWS certification Microsoft role based PMI PMP 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1