Real ChatGPT answer · index seedhwFsDOKxsSkcompleteB2B software · ecommerce platformscomparison

Shopify Plus versus Adobe Commerce total cost of ownership over three years including hidden developer fees and transaction costs for a growing boutique brand

ChatGPTgpt-64 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Shopify Plus versus Adobe Commerce total cost of ownership over three years including hidden developer fees and transaction costs for a growing boutique brand
4 real searches · 1 real-search pass
Shopify Plus pricing annual subscription third-party payment transaction fees official 2026Google ↗
OBSERVEDOther / navigational
Adobe Commerce pricing licensing fees cloud hosting official 2026Google ↗
OBSERVEDComparison
Shopify Plus implementation development costs maintenance agency ecommerce 2026Google ↗
OBSERVEDOther / navigational
Adobe Commerce implementation development maintenance costs ecommerce 2026Google ↗
OBSERVEDConsequence

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 (4)
Short factOther / navigational50%Comparison25%Consequence25%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
Shopify Plus pricing annual subscription third-party payment transaction fees official 2026 Google ↗
Adobe Commerce pricing licensing fees cloud hosting official 2026 Google ↗
Shopify Plus implementation development costs maintenance agency ecommerce 2026 Google ↗
Adobe Commerce implementation development maintenance costs ecommerce 2026 Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Shopify Plus pricing annual subscription third-party payment transaction fees official 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Adobe Commerce pricing licensing fees cloud hosting official 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Shopify Plus implementation development costs maintenance agency ecommerce 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Adobe Commerce implementation development maintenance costs ecommerce 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1