What are the known limitations of Salesforce Commerce Cloud Einstein AI when applied to niche B2B catalog recommendations with low individual product velocity?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the known limitations of Salesforce Commerce Cloud Einstein AI when applied to niche B2B catalog recommendations with low individual product velocity?
3 real searches · 1 real-search pass
Salesforce Commerce Cloud Einstein recommendations limitations data requirements product recommendations B2B sparse data cold startGoogle ↗
OBSERVED
Salesforce Einstein Product Recommendations algorithm data requirements catalog products views purchases documentationGoogle ↗
OBSERVED
Salesforce Commerce Cloud Einstein recommendations B2B account based recommendations limitationsGoogle ↗
OBSERVED
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.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
Salesforce Commerce Cloud Einstein recommendations limitations data requirements product recommendations B2B sparse data cold start Google ↗
Salesforce Einstein Product Recommendations algorithm data requirements catalog products views purchases documentation Google ↗
Salesforce Commerce Cloud Einstein recommendations B2B account based recommendations limitations Google ↗
- Einstein and Data Usage in B2B Commerce · help.salesforce.com
- Commerce Einstein APIs | Build Custom Components | B2B Commerce Developer Guide · developer.salesforce.com
- B2B Commerce Einstein Product Recommendations API | Build Custom Components | B2B Commerce Developer Guide · developer.salesforce.com
- Einstein and Data Usage in B2C and B2B Commerce · help.salesforce.com
- Cold Start Strategies for Recommendations · help.salesforce.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Salesforce Commerce Cloud Einstein recommendations limitations data requirements product recommendations B2B sparse data cold start OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Salesforce Einstein Product Recommendations algorithm data requirements catalog products views purchases documentation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Salesforce Commerce Cloud Einstein recommendations B2B account based recommendations limitations OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |