Real ChatGPT answer · index seedByvXZIClKKUcompleteB2B software · cloud hostingcomparison

Is Heroku still worth the higher price compared to AWS Elastic Beanstalk for a boutique digital marketing agency building client portals

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is Heroku still worth the higher price compared to AWS Elastic Beanstalk for a boutique digital marketing agency building client portals
3 real searches · 1 real-search pass
Heroku pricing 2026 dyno plans pricing official HerokuGoogle ↗
OBSERVEDComparison
AWS Elastic Beanstalk pricing 2026 official AWS pricing underlying resourcesGoogle ↗
OBSERVEDComparison
Heroku vs AWS Elastic Beanstalk deployment managed operations features official documentationGoogle ↗
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 (3)
Short factOther / navigationalComparison100%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
Heroku pricing 2026 dyno plans pricing official Heroku Google ↗
AWS Elastic Beanstalk pricing 2026 official AWS pricing underlying resources Google ↗
Heroku vs AWS Elastic Beanstalk deployment managed operations features official documentation Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Heroku pricing 2026 dyno plans pricing official Heroku
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
AWS Elastic Beanstalk pricing 2026 official AWS pricing underlying resources
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Heroku vs AWS Elastic Beanstalk deployment managed operations features official documentation
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1