Compare Shopify and Adobe Commerce for me with a focus on which system handles unpredictable server costs better for early-stage founders.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare Shopify and Adobe Commerce for me with a focus on which system handles unpredictable server costs better for early-stage founders.
3 real searches · 1 real-search pass
Shopify pricing hosting included bandwidth server costs official plans 2026Google ↗
OBSERVEDOther / navigational
Adobe Commerce cloud infrastructure pricing hosting included cloud infrastructure official 2026Google ↗
OBSERVEDComparison
Adobe Commerce on-premises hosting infrastructure requirements scaling costs official documentationGoogle ↗
OBSERVEDInstruction
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)
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
Shopify pricing hosting included bandwidth server costs official plans 2026 Google ↗
Adobe Commerce cloud infrastructure pricing hosting included cloud infrastructure official 2026 Google ↗
Adobe Commerce on-premises hosting infrastructure requirements scaling costs official documentation Google ↗
- Shopify Pricing: Find the Right Plan for Your Business · shopify.com
- Web Hosting · shopify.com
- Adobe Commerce on Cloud · helpx.adobe.com
- SERVICE CONFIGURATION / FAIR USE LIMITS · adobe.com
- Technology stack · experienceleague.adobe.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Shopify pricing hosting included bandwidth server costs official plans 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Adobe Commerce cloud infrastructure pricing hosting included cloud infrastructure official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Adobe Commerce on-premises hosting infrastructure requirements scaling costs official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |