Real ChatGPT answer · index seedy8uFCg0pioUcompleteEducation · online courseslocal

How much does a Coursera course certificate actually cost per month for someone living in Philadelphia who needs financial aid?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How much does a Coursera course certificate actually cost per month for someone living in Philadelphia who needs financial aid?
2 real searches · 1 real-search pass
Coursera financial aid current policy certificate pricing monthly subscription 2026Google ↗
OBSERVEDOther / navigational
Coursera financial aid certificate cost monthly subscription financial aid application fee 2026 Philadelphia PennsylvaniaGoogle ↗
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 / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / 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
Coursera financial aid current policy certificate pricing monthly subscription 2026 Google ↗
Coursera financial aid certificate cost monthly subscription financial aid application fee 2026 Philadelphia Pennsylvania Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Coursera financial aid current policy certificate pricing monthly subscription 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Coursera financial aid certificate cost monthly subscription financial aid application fee 2026 Philadelphia Pennsylvania
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1