What are the step by step instructions to build an automated lead qualification workflow using OpenAI's API and our CRM webhook?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the step by step instructions to build an automated lead qualification workflow using OpenAI's API and our CRM webhook?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
OpenAI API Responses API structured outputs official documentation function calling Python 2026 Google ↗
OpenAI API authentication and API key security official docs Google ↗
- OpenAI Platform · platform.openai.com
- Developer quickstart · developers.openai.com
- API Overview · developers.openai.com
- Best practices for API key safety · help.openai.com
- Structured model outputs · developers.openai.com
- Structured model outputs · developers.openai.com
- Responses Overview · developers.openai.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
OpenAI API Responses API structured outputs official documentation function calling Python 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
OpenAI API authentication and API key security official docs OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |