Real ChatGPT answer · index seedirqcgifC9mEcompleteEducation · online coursesinformational

Is the financial investment for edX verified certificates worth it for specialized supply chain courses, or is the free audit tier enough for our needs?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is the financial investment for edX verified certificates worth it for specialized supply chain courses, or is the free audit tier enough for our needs?
2 real searches · 1 real-search pass
edX audit track verified certificate pricing access graded assignments certificate supply chain coursesGoogle ↗
OBSERVEDOther / navigational
edX supply chain management professional certificate courses verified certificate value employers skillsGoogle ↗
OBSERVEDComparison

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%Comparison50%ConsequenceReasonDefinitionInstructionYes / 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
edX audit track verified certificate pricing access graded assignments certificate supply chain courses Google ↗
edX supply chain management professional certificate courses verified certificate value employers skills Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
edX audit track verified certificate pricing access graded assignments certificate supply chain courses
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
edX supply chain management professional certificate courses verified certificate value employers skills
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1