Real ChatGPT answer · index seedGErq2MxciuIcompleteB2B software · cloud hostingcomparison

We are choosing between Heroku and AWS Elastic Beanstalk to host our e-commerce platform. Which one offers a faster setup while avoiding extreme vendor lock-in?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
We are choosing between Heroku and AWS Elastic Beanstalk to host our e-commerce platform. Which one offers a faster setup while avoiding extreme vendor lock-in?
2 real searches · 1 real-search pass
Heroku vs AWS Elastic Beanstalk setup speed vendor lock-in portability deployment comparisonGoogle ↗
OBSERVEDComparison
Heroku buildpacks dynos add-ons portability export application AWS Elastic Beanstalk Docker platform portabilityGoogle ↗
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 (2)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / 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 vs AWS Elastic Beanstalk setup speed vendor lock-in portability deployment comparison Google ↗
Heroku buildpacks dynos add-ons portability export application AWS Elastic Beanstalk Docker platform portability Google ↗
  1. Buildpacks · devcenter.heroku.com
  2. Heroku Dynos - Build Process · heroku.com
  3. What is AWS Elastic Beanstalk? · docs.aws.amazon.com
  4. AWS Elastic Beanstalk · docs.aws.amazon.com
  5. Buildpacks · devcenter.heroku.com
  6. How Heroku Works · devcenter.heroku.com
  7. AWS Elastic Beanstalk Platform as a Service · aws.amazon.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Heroku vs AWS Elastic Beanstalk setup speed vendor lock-in portability deployment comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Heroku buildpacks dynos add-ons portability export application AWS Elastic Beanstalk Docker platform portability
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1