Real ChatGPT answer · index seedA8jrBagyIiMcompleteEducation · tutoringcommercial

I want to know if purchasing a verified EdX certificate for introductory computer science is cheaper than community college dual enrollment.

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I want to know if purchasing a verified EdX certificate for introductory computer science is cheaper than community college dual enrollment.
3 real searches · 1 real-search pass
Ohio College Credit Plus tuition free public college books fees high school students official 2026Google ↗
OBSERVEDOther / navigational
edX verified certificate introductory computer science course price CS50x verified certificate 2026Google ↗
OBSERVEDOther / navigational
Clark State Community College College Credit Plus tuition cost Ohio officialGoogle ↗
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 (3)
Short factOther / navigational67%Comparison33%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Ohio College Credit Plus tuition free public college books fees high school students official 2026 Google ↗
edX verified certificate introductory computer science course price CS50x verified certificate 2026 Google ↗
Clark State Community College College Credit Plus tuition cost Ohio official Google ↗
  1. What does it cost to take a course? · support.edx.org
  2. CS50: Introduction to Computer Science · harvardonline.harvard.edu
  3. CS50x 2026 · cs50.harvard.edu
  4. Tuition & Financial Aid · clarkstate.edu
  5. College Credit Plus · education.ohio.gov
  6. College Credit Plus FAQs · highered.ohio.gov
  7. Explore CS50 · cs50.harvard.edu
  8. College Credit Plus · clarkstate.edu

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ohio College Credit Plus tuition free public college books fees high school students official 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
edX verified certificate introductory computer science course price CS50x verified certificate 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Clark State Community College College Credit Plus tuition cost Ohio official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1