Real ChatGPT answer · index seedhQ55xoyxsjUcompleteB2B software · ecommerce platformslocal

Compare the implementation costs of SAP Commerce Cloud versus Shopify Plus for a B2B business operating on a strict annual software budget.

ChatGPTgpt-64 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the implementation costs of SAP Commerce Cloud versus Shopify Plus for a B2B business operating on a strict annual software budget.
4 real searches · 1 real-search pass
SAP Commerce Cloud pricing implementation cost licensing B2B 2025 2026 officialGoogle ↗
OBSERVEDOther / navigational
Shopify Plus pricing B2B features implementation costs official 2026Google ↗
OBSERVEDOther / navigational
SAP Commerce Cloud implementation partner project cost B2B ecommerce total costGoogle ↗
OBSERVEDConsequence
Shopify Plus B2B limitations company accounts catalogs price lists 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%ComparisonConsequence25%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
SAP Commerce Cloud pricing implementation cost licensing B2B 2025 2026 official Google ↗
Shopify Plus pricing B2B features implementation costs official 2026 Google ↗
SAP Commerce Cloud implementation partner project cost B2B ecommerce total cost Google ↗
Shopify Plus B2B limitations company accounts catalogs price lists official Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
SAP Commerce Cloud pricing implementation cost licensing B2B 2025 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Shopify Plus pricing B2B features implementation costs official 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
SAP Commerce Cloud implementation partner project cost B2B ecommerce total cost
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Shopify Plus B2B limitations company accounts catalogs price lists official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1