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Voiceflow Partners•6mo ago
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Need help with dynamic AI content generation

I'm building a chatbot that needs to:

Collect business info from conversation (✅ working)
Have an AI agent generate personalized content based on that info (✅ working)
Set individual variables with that generated content for API submission (❌ struggling)

Current Issue:
My agent generates great personalized content, but I can't figure out how to capture that generated content and set it to specific variables.
What I've Tried:

Set Variable cards with prompts → they generate conversational responses instead of clean content
Agent instructions to "set variables" → agent doesn't actually set them
Using {last_agent_response} → contains all content mixed together, need individual fields
JSON parsing approaches → various webhook/API integration failures

What I Need:
A reliable way to take AI-generated content (like a title the agent creates) and set it to a specific variable (like {title}) so my API tool can send structured data to a webhook.
Question:
Is there a recommended pattern in Voiceflow for capturing dynamic AI agent outputs and mapping them to individual variables? Or am I approaching this wrong?
Any guidance would be much appreciated! Been troubleshooting this for hours and hitting walls with the current approaches.
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jacklyn

# Let your agents search the web 🔎 Hey everyone! We just released the web search tool for the agent step! Your agents can now automatically search the web for information, letting your agent supplement the LLM's knowledge and the data in its knowledge base with live, up-to-date information. Plus.... * You can restrict searches to specific domains, so your agent only searches sites that you own * This is a tool, so you remain in control of when the agent searches the web * Results are automatically summarized in a way that your agent can automatically understand Under the hood, we're using OpenAI's web search API. Give it a try, and let us know what you think! https://docs.voiceflow.com/changelog/native-web-search-tool

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