Latenode

Automated web research and summary generation with Tavily and OpenAI

This Latenode automation leverages the Tavily web search and content extraction APIs, combined with the power of the OpenAI language model, to provide an efficient and AI-driven research workflow.

Users can initiate the process by providing a search topic, and the automation will automatically search the web, extract the most relevant content, and generate a comprehensive summary of the findings. This solution is designed to streamline research tasks and enable users to quickly gather and synthesize information on any given topic, making it a valuable tool for a wide range of applications, from market research to academic exploration.

Updated Apr 6, 2026Est. run: 26sEst. cost: $0.0703
How Latenode estimates time and cost

Latenode bills workflow runs in credits: 1 credit = 30 seconds of processing. Minimum charge per run depends on your plan. Plug-and-Play (PnP) AI nodes are billed separately—each PnP token is $1 USD, charged pay-as-you-go at vendor cost plus a small processing fee, with no API keys required.

Full pricing — how credits work →
Integrations & automation

Workflow preview

What this template does

  • Automates web search and content extraction using Tavily APIs
  • Leverages OpenAI language model to generate comprehensive summaries
  • Enables efficient research and information gathering on any given topic
  • Supports a wide range of applications, from market research to academic exploration
  • Outputs a detailed report or summary based on the search findings

How it works

1
Trigger

Initiate Search

The user provides a search topic to kick off the automation process.

2
Action

Tavily Web Search

The automation uses the Tavily web search API to query the provided topic and retrieve the most relevant search result.

3
Action

Extract Web Content

The Tavily content extraction API is used to scrape the full text and other relevant data from the top search result.

4
filter

Filter High-Quality Content

The extracted web content is filtered to include only the most relevant sections with a score over 80%.

5
Action

Refine Search

Based on the initial search results, the automation performs another Tavily search to retrieve additional relevant content.

6
AI

Generate Summary

The OpenAI language model is used to analyze the filtered web content and generate a comprehensive summary of the research findings.

7
Action

Format Summary

The summary is formatted in Markdown to provide a clean, structured output for the user.

Setup guide

1

Add Tavily Credential

In the Latenode Credentials panel, add a new credential for the Tavily API. Enter your Tavily API key to authenticate the connection.

2

Configure Tavily Search Node

In the Latenode visual builder, add a Tavily Search node. Configure the node by mapping the search query input to the desired data source, such as a text input or a previous node's output.

3

Configure Tavily Extract Node

Add a Tavily Extract node after the Tavily Search node. Configure the node to extract the content from the top search result.

4

Add OpenAI Credential

In the Latenode Credentials panel, add a new credential for the OpenAI API. Enter your OpenAI API key to authenticate the connection.

5

Configure OpenAI Chat Model Node

In the Latenode visual builder, add an OpenAI Chat Model node. Configure the node to generate a summary of the extracted web content using the OpenAI language model.

Requirements

Tavily API key and account access to leverage their web search and content extraction capabilities
OpenAI API key to access the language model for generating the research summary
Latenode workspace with the necessary nodes and permissions to automate the end-to-end research workflow
Destination database or API integration (e.g., Google Sheets, Airtable) to store and share the generated research summaries

FAQ

Common questions about this template

Each run uses credits on your Latenode plan. We charge for processing time (1 credit = 30 seconds). Your actual cost depends on your plan and how long the run takes. See pricing plans for plans and how credits work.

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