We need to automate our weekly executive sales reporting by pulling metrics from Salesforce and Snowflake into Notion via an LLM agent, where do I start?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We need to automate our weekly executive sales reporting by pulling metrics from Salesforce and Snowflake into Notion via an LLM agent, where do I start?
4 real searches · 1 real-search pass
Salesforce REST API documentation query opportunities reports API officialGoogle ↗
OBSERVED
Snowflake Python connector SQL API documentation officialGoogle ↗
OBSERVED
Notion API create page documentation officialGoogle ↗
OBSERVED
LLM structured outputs tool calling evaluation guardrails official documentationGoogle ↗
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 4 queries…
Searches and sources
ChatGPT4 real searches · gpt-6
Salesforce REST API documentation query opportunities reports API official Google ↗
Snowflake Python connector SQL API documentation official Google ↗
Notion API create page documentation official Google ↗
LLM structured outputs tool calling evaluation guardrails official documentation Google ↗
- Structured model outputs · developers.openai.com
- Connect your tools to Notion with the API · notion.com
- API Reference · notion.notion.site
- Evaluate agent workflows · developers.openai.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Salesforce REST API documentation query opportunities reports API official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Snowflake Python connector SQL API documentation official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Notion API create page documentation official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
LLM structured outputs tool calling evaluation guardrails official documentation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |