Real ChatGPT answer · index seedhrullQNxbJccompleteEducation · online courseslocal

What are the hidden fees associated with taking the edX microcontroller programming syllabus and getting the final credential

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the hidden fees associated with taking the edX microcontroller programming syllabus and getting the final credential
2 real searches · 1 real-search pass
edX "microcontroller programming" syllabus certificate cost feesGoogle ↗
OBSERVEDReason
site:edx.org "Microcontroller Programming" edXGoogle ↗
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 (2)
Short factOther / navigational50%ComparisonConsequenceReason50%DefinitionInstructionYes / 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
edX "microcontroller programming" syllabus certificate cost fees Google ↗
site:edx.org "Microcontroller Programming" edX Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
edX "microcontroller programming" syllabus certificate cost fees
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
site:edx.org "Microcontroller Programming" edX
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1