What are the hidden costs of choosing Adobe Commerce over simpler hosted platforms like Shopify when you are starting from scratch?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the hidden costs of choosing Adobe Commerce over simpler hosted platforms like Shopify when you are starting from scratch?
2 real searches · 1 real-search pass
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)
Classes come from the query-classifier (a local Laya model). 2 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
Adobe Commerce pricing licensing cloud hosting implementation costs maintenance compared Shopify total cost of ownership 2026 Google ↗
Shopify pricing transaction fees apps themes enterprise Shopify Plus pricing 2026 Adobe Commerce open source costs Google ↗
- Shopify vs. Adobe Commerce (Magento) comparison · shopify.com
- Shopify Pricing: Find the Right Plan for Your Business · shopify.com
- Shopify Plus pricing · shopify.com
- Shopify Total Cost of Ownership (TCO) Calculator · shopify.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Adobe Commerce pricing licensing cloud hosting implementation costs maintenance compared Shopify total cost of ownership 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Shopify pricing transaction fees apps themes enterprise Shopify Plus pricing 2026 Adobe Commerce open source costs OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |