Real ChatGPT answer · index seedpRj6ceCr5wAcompleteCareers and HR · employee managementcomparison

Does Cornerstone OnDemand or Sage HR provide better analytics for measuring the ROI of corporate leadership training programs?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Does Cornerstone OnDemand or Sage HR provide better analytics for measuring the ROI of corporate leadership training programs?
2 real searches · 1 real-search pass
Cornerstone OnDemand learning analytics leadership development ROI reporting skills outcomes officialGoogle ↗
OBSERVEDOther / navigational
Sage HR analytics reporting learning and development training ROI officialGoogle ↗
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 (2)
Short factOther / navigational50%ComparisonConsequence50%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
Cornerstone OnDemand learning analytics leadership development ROI reporting skills outcomes official Google ↗
Sage HR analytics reporting learning and development training ROI official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Cornerstone OnDemand learning analytics leadership development ROI reporting skills outcomes official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Sage HR analytics reporting learning and development training ROI official
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1