Real ChatGPT answer · index seedwhejec9yrlscompleteEducation · coding bootcampsinformational

I am a retired teacher learning to code and I need help understanding how to deploy my React website to Heroku using the current CLI tools.

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I am a retired teacher learning to code and I need help understanding how to deploy my React website to Heroku using the current CLI tools.
2 real searches · 1 real-search pass
Heroku official documentation current Heroku CLI install login create app git push deploy Node.js React static build 2026Google ↗
OBSERVEDOther / navigational
Heroku Node.js buildpack deployment React frontend static site serve build directory official docsGoogle ↗
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 / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
Heroku official documentation current Heroku CLI install login create app git push deploy Node.js React static build 2026 Google ↗
Heroku Node.js buildpack deployment React frontend static site serve build directory official docs Google ↗
  1. Install the Heroku CLI · devcenter.heroku.com
  2. The Heroku CLI · devcenter2.assets.heroku.com
  3. Deploying Front-End Web Apps on Heroku · devcenter.heroku.com
  4. Heroku CLI Commands · devcenter0.assets.heroku.com
  5. Deploying with Git · devcenter.heroku.com
  6. Creating Apps from the CLI · devcenter.heroku.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Heroku official documentation current Heroku CLI install login create app git push deploy Node.js React static build 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Heroku Node.js buildpack deployment React frontend static site serve build directory official docs
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1