Real ChatGPT answer · index seedqBCKrNUpv3gcompleteEducation · online coursescommercial

Can you give me a breakdown of hidden fees associated with finishing professional certificate programs on Coursera and edX this year

ChatGPTgpt-64 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you give me a breakdown of hidden fees associated with finishing professional certificate programs on Coursera and edX this year
4 real searches · 1 real-search pass
Coursera Professional Certificates 2026 pricing subscription monthly fees official Coursera Plus cancellation refund taxGoogle ↗
OBSERVED
edX professional certificate program pricing verified certificate fees official 2026 subscription upgrade refundGoogle ↗
OBSERVED
Coursera help subscription billing free trial certificate professional certificate officialGoogle ↗
OBSERVED
edX help financial assistance verified track certificate fees refund officialGoogle ↗
OBSERVED

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.

Classifying 4 queries…

Searches and sources

ChatGPT4 real searches · gpt-6
Coursera Professional Certificates 2026 pricing subscription monthly fees official Coursera Plus cancellation refund tax Google ↗
edX professional certificate program pricing verified certificate fees official 2026 subscription upgrade refund Google ↗
Coursera help subscription billing free trial certificate professional certificate official Google ↗
edX help financial assistance verified track certificate fees refund official Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Coursera Professional Certificates 2026 pricing subscription monthly fees official Coursera Plus cancellation refund tax
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
edX professional certificate program pricing verified certificate fees official 2026 subscription upgrade refund
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Coursera help subscription billing free trial certificate professional certificate official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
edX help financial assistance verified track certificate fees refund official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1