Real ChatGPT answer · index seedhYFChyQltoYcompleteB2B software · ecommerce platformsinformational

Is it actually cheaper in the long run to migrate from Magento to Shopify when factoring in developer retainers for our family shop?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it actually cheaper in the long run to migrate from Magento to Shopify when factoring in developer retainers for our family shop?
3 real searches · 1 real-search pass
Adobe Commerce pricing hosting maintenance developer support costs 2026 Magento Open Source officialGoogle ↗
OBSERVEDComparison
Shopify pricing plans 2026 official monthly annual pricing transaction feesGoogle ↗
OBSERVEDOther / navigational
Magento Open Source maintenance hosting developer costs ecommerce total cost of ownership comparison 2026Google ↗
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 / navigational33%Comparison67%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
Adobe Commerce pricing hosting maintenance developer support costs 2026 Magento Open Source official Google ↗
Shopify pricing plans 2026 official monthly annual pricing transaction fees Google ↗
Magento Open Source maintenance hosting developer costs ecommerce total cost of ownership comparison 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Adobe Commerce pricing hosting maintenance developer support costs 2026 Magento Open Source official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Shopify pricing plans 2026 official monthly annual pricing transaction fees
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Magento Open Source maintenance hosting developer costs ecommerce total cost of ownership comparison 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1