Real ChatGPT answer · index seedUDd6mMYsRdkcompleteEducation · online coursesinformational

How often do LinkedIn Learning courses get updated to reflect new versions of Microsoft Excel and formula updates.

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How often do LinkedIn Learning courses get updated to reflect new versions of Microsoft Excel and formula updates.
2 real searches · 1 real-search pass
LinkedIn Learning Excel training course update frequency Microsoft Excel new versions formulas 2026Google ↗
OBSERVEDOther / navigational
LinkedIn Learning how often courses updated course update policy Excel courses last updatedGoogle ↗
OBSERVEDReason

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%ComparisonConsequenceReason50%DefinitionInstructionYes / 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 Learning Excel training course update frequency Microsoft Excel new versions formulas 2026 Google ↗
LinkedIn Learning how often courses updated course update policy Excel courses last updated Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
LinkedIn Learning Excel training course update frequency Microsoft Excel new versions formulas 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
LinkedIn Learning how often courses updated course update policy Excel courses last updated
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1