Real ChatGPT answer · index seed3l8nJBXk5hQcompleteEducation · tutoringcomparison

Compare the cost versus career outcome metrics for students completing the Google Data Analytics Certificate versus the broader Coursera Data Science Specialization.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the cost versus career outcome metrics for students completing the Google Data Analytics Certificate versus the broader Coursera Data Science Specialization.
2 real searches · 1 real-search pass
Google Data Analytics Professional Certificate Coursera price monthly 2026 career outcomes graduates job placement officialGoogle ↗
OBSERVEDComparison
Coursera Data Science Specialization Johns Hopkins price monthly duration courses career outcomes official 2026Google ↗
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%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
Google Data Analytics Professional Certificate Coursera price monthly 2026 career outcomes graduates job placement official Google ↗
Coursera Data Science Specialization Johns Hopkins price monthly duration courses career outcomes official 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Data Analytics Professional Certificate Coursera price monthly 2026 career outcomes graduates job placement official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Coursera Data Science Specialization Johns Hopkins price monthly duration courses career outcomes official 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1