Real ChatGPT answer · index seedcsvbSNurpfocompleteEducation · coding bootcampscomparison

Can you compare the total out of pocket costs for General Assembly versus App Academy after factoring in their ISA options and living expenses in New York?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the total out of pocket costs for General Assembly versus App Academy after factoring in their ISA options and living expenses in New York?
3 real searches · 1 real-search pass
General Assembly software engineering bootcamp tuition ISA income share agreement 2026 New York costGoogle ↗
OBSERVEDComparison
App Academy tuition ISA income share agreement 2026 New York costGoogle ↗
OBSERVEDShort fact
New York City cost of living monthly rent food transportation 2026 studentGoogle ↗
OBSERVEDShort fact

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 fact67%Other / navigationalComparison33%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
General Assembly software engineering bootcamp tuition ISA income share agreement 2026 New York cost Google ↗
App Academy tuition ISA income share agreement 2026 New York cost Google ↗
New York City cost of living monthly rent food transportation 2026 student Google ↗
  1. General​ Assembly’s​ 2026 Catalog United States · ga-public-downloads.s3.us-east-1.amazonaws.com
  2. Tuition & Financing · marketing.generalassemb.ly
  3. Tuition Options At App Academy · app-academy-031b27d7724b79977af45fb15ca.webflow.io
  4. New York City Software Engineering Bootcamp · generalassemb.ly
  5. App Academy: Apply to a Course · app-academy-031b27d7724b79977af45fb15ca.webflow.io
  6. Cost of Living in New York City (2026): What Renters Should Budget · apartmentlist.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
General Assembly software engineering bootcamp tuition ISA income share agreement 2026 New York cost
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
App Academy tuition ISA income share agreement 2026 New York cost
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
New York City cost of living monthly rent food transportation 2026 student
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1