Real ChatGPT answer · index seedjydfcN0eYFUcompleteB2B software · ecommerce platformsinformational

Can someone break down the total cost of ownership for running a B2B portal on Adobe Commerce versus cheaper cloud alternatives for a company grossing two million?

ChatGPTgpt-64 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can someone break down the total cost of ownership for running a B2B portal on Adobe Commerce versus cheaper cloud alternatives for a company grossing two million?
4 real searches · 1 real-search pass
Adobe Commerce pricing licensing cloud hosting implementation costs 2026 officialGoogle ↗
OBSERVEDOther / navigational
Shopify B2B pricing Shopify Plus 2026 official pricing B2B featuresGoogle ↗
OBSERVEDComparison
BigCommerce B2B Edition pricing plans 2026 officialGoogle ↗
OBSERVEDOther / navigational
Shopware pricing plans 2026 B2B officialGoogle ↗
OBSERVEDOther / navigational

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 / navigational75%Comparison25%ConsequenceReasonDefinitionInstructionYes / 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
Adobe Commerce pricing licensing cloud hosting implementation costs 2026 official Google ↗
Shopify B2B pricing Shopify Plus 2026 official pricing B2B features Google ↗
BigCommerce B2B Edition pricing plans 2026 official Google ↗
Shopware pricing plans 2026 B2B official Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Adobe Commerce pricing licensing cloud hosting implementation costs 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Shopify B2B pricing Shopify Plus 2026 official pricing B2B features
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
BigCommerce B2B Edition pricing plans 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Shopware pricing plans 2026 B2B official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1