Real ChatGPT answer · index seedIgdMLMsC6xMcompleteEducation · coding bootcampscomparison

Can you do a cost benefit analysis of General Assembly prep course versus starting Hack Reactor directly with zero programming background for my son?

ChatGPTgpt-64 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you do a cost benefit analysis of General Assembly prep course versus starting Hack Reactor directly with zero programming background for my son?
4 real searches · 1 real-search pass
General Assembly coding bootcamp prep course cost 2026 programming course tuition officialGoogle ↗
OBSERVEDOther / navigational
Hack Reactor admissions prerequisites zero programming experience bootcamp tuition 2026 officialGoogle ↗
OBSERVEDYes / no
General Assembly software engineering bootcamp prep course curriculum cost officialGoogle ↗
OBSERVEDComparison
Hack Reactor beginner coding bootcamp admissions prep course JavaScript foundations officialGoogle ↗
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 (4)
Short factOther / navigational50%Comparison25%ConsequenceReasonDefinitionInstructionYes / no25%

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
General Assembly coding bootcamp prep course cost 2026 programming course tuition official Google ↗
Hack Reactor admissions prerequisites zero programming experience bootcamp tuition 2026 official Google ↗
General Assembly software engineering bootcamp prep course curriculum cost official Google ↗
Hack Reactor beginner coding bootcamp admissions prep course JavaScript foundations official Google ↗
  1. Beginner Coding Bootcamp · hackreactor.com
  2. Beginner Coding Bootcamp Admissions Process · hackreactor.com
  3. freeCodeCamp · freecodecamp.org

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
General Assembly coding bootcamp prep course cost 2026 programming course tuition official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Hack Reactor admissions prerequisites zero programming experience bootcamp tuition 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1
General Assembly software engineering bootcamp prep course curriculum cost official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Hack Reactor beginner coding bootcamp admissions prep course JavaScript foundations official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1