Real ChatGPT answer · index seedzozpNx96yx8completeEducation · coding bootcampslocal

Compare the price per instructional hour of General Assembly versus local community college coding certificates to see which provides better value for money

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the price per instructional hour of General Assembly versus local community college coding certificates to see which provides better value for money
2 real searches · 1 real-search pass
General Assembly software engineering bootcamp tuition price hours instructional hours 2026Google ↗
OBSERVEDInstruction
community college coding certificate tuition credit hours Texas Alamo Colleges coding programming certificate 2026Google ↗
OBSERVEDInstruction

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 / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / 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
General Assembly software engineering bootcamp tuition price hours instructional hours 2026 Google ↗
community college coding certificate tuition credit hours Texas Alamo Colleges coding programming certificate 2026 Google ↗
  1. General Assembly · ga-public-downloads.s3.us-east-1.amazonaws.com
  2. General​ Assembly’s​ 2026 Catalog United States · ga-public-downloads.s3.us-east-1.amazonaws.com
  3. Program: Computer Programming, Level I Certificate ♦ - San Antonio College · mysaccatalog.alamo.edu
  4. alamo.edu · alamo.edu
  5. Service Area · alamo.edu
  6. EDUCATION CODE CHAPTER 130. JUNIOR COLLEGE DISTRICTS · tcss.legis.texas.gov

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
General Assembly software engineering bootcamp tuition price hours instructional hours 2026
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
community college coding certificate tuition credit hours Texas Alamo Colleges coding programming certificate 2026
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1